Provider: Schloss Dagstuhl - Leibniz Center for Informatics
Database: dblp computer science bibliography
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TY - JOUR
ID - DBLP:journals/pr/XiaoYFWL25
AU - Xiao, Jiancong
AU - Yang, Liusha
AU - Fan, Yanbo
AU - Wang, Jue
AU - Luo, Zhi-Quan
TI - Understanding adversarial robustness against on-manifold adversarial examples.
JO - Pattern Recognit.
VL - 159
SP - 111071
PY - 2025//
DO - 10.1016/J.PATCOG.2024.111071
UR - https://doi.org/10.1016/j.patcog.2024.111071
ER -
TY - JOUR
ID - DBLP:journals/jmlr/LiangL24
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds.
JO - J. Mach. Learn. Res.
VL - 25
SP - 221:1
EP - 221:56
PY - 2024//
UR - https://jmlr.org/papers/v25/22-1253.html
ER -
TY - JOUR
ID - DBLP:journals/pieee/WuZYZSSMDZBSRLZ24
AU - Wu, Qingqing
AU - Zheng, Beixiong
AU - You, Changsheng
AU - Zhu, Lipeng
AU - Shen, Kaiming
AU - Shao, Xiaodan
AU - Mei, Weidong
AU - Di, Boya
AU - Zhang, Hongliang
AU - Basar, Ertugrul
AU - Song, Lingyang
AU - Renzo, Marco Di
AU - Luo, Zhi-Quan
AU - Zhang, Rui
TI - Intelligent Surfaces Empowered Wireless Network: Recent Advances and the Road to 6G.
JO - Proc. IEEE
VL - 112
IS - 7
SP - 724
EP - 763
PY - 2024/07/
DO - 10.1109/JPROC.2024.3397910
UR - https://doi.org/10.1109/JPROC.2024.3397910
ER -
TY - JOUR
ID - DBLP:journals/tsp/XuYLSLCL24
AU - Xu, Fan
AU - Yao, Jiawei
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Coordinating Multiple Intelligent Reflecting Surfaces Without Channel Information.
JO - IEEE Trans. Signal Process.
VL - 72
SP - 31
EP - 46
PY - 2024//
DO - 10.1109/TSP.2023.3334818
UR - https://doi.org/10.1109/TSP.2023.3334818
ER -
TY - JOUR
ID - DBLP:journals/tsp/LiLCSL24
AU - Li, Kai
AU - Li, Ying
AU - Cheng, Lei
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Downlink Channel Covariance Matrix Reconstruction for FDD Massive MIMO Systems With Limited Feedback.
JO - IEEE Trans. Signal Process.
VL - 72
SP - 1032
EP - 1048
PY - 2024//
DO - 10.1109/TSP.2024.3352912
UR - https://doi.org/10.1109/TSP.2024.3352912
ER -
TY - JOUR
ID - DBLP:journals/tsp/ChenWZLDL24
AU - Chen, Wei-Kun
AU - Wu, Zheyu
AU - Zhang, Rui-Jin
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - An Efficient Benders Decomposition Approach for Optimal Large-Scale Network Slicing.
JO - IEEE Trans. Signal Process.
VL - 72
SP - 4935
EP - 4949
PY - 2024//
DO - 10.1109/TSP.2024.3469382
UR - https://doi.org/10.1109/TSP.2024.3469382
ER -
TY - JOUR
ID - DBLP:journals/twc/ZhangNZSCL24
AU - Zhang, Shutao
AU - Ning, Xinzhi
AU - Zheng, Xi
AU - Shi, Qingjiang
AU - Chang, Tsung-Hui
AU - Luo, Zhi-Quan
TI - A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling.
JO - IEEE Trans. Wirel. Commun.
VL - 23
IS - 6
SP - 5409
EP - 5424
PY - 2024/06/
DO - 10.1109/TWC.2023.3326209
UR - https://doi.org/10.1109/TWC.2023.3326209
ER -
TY - JOUR
ID - DBLP:journals/twc/XuYLSLCL24
AU - Xu, Fan
AU - Yao, Jiawei
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Blind Beamforming for Coverage Enhancement With Intelligent Reflecting Surface.
JO - IEEE Trans. Wirel. Commun.
VL - 23
IS - 11
SP - 15736
EP - 15752
PY - 2024/11/
DO - 10.1109/TWC.2024.3431291
UR - https://doi.org/10.1109/TWC.2024.3431291
ER -
TY - JOUR
ID - DBLP:journals/twc/LiLCL24
AU - Li, Kai
AU - Li, Ying
AU - Cheng, Lei
AU - Luo, Zhi-Quan
TI - Enhancing Multi-Stream Beamforming Through CQIs for 5G NR FDD Massive MIMO Communications: A Tuning-Free Scheme.
JO - IEEE Trans. Wirel. Commun.
VL - 23
IS - 11
SP - 17508
EP - 17521
PY - 2024/11/
DO - 10.1109/TWC.2024.3454099
UR - https://doi.org/10.1109/TWC.2024.3454099
ER -
TY - CPAPER
ID - DBLP:conf/aistats/LiL24
AU - Li, Yingru
AU - Luo, Zhi-Quan
TI - Prior-dependent analysis of posterior sampling reinforcement learning with function approximation.
BT - International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain.
SP - 559
EP - 567
PY - 2024//
UR - https://proceedings.mlr.press/v238/li24e.html
ER -
TY - CPAPER
ID - DBLP:conf/icc/TangYZLWWSL24
AU - Tang, Hanning
AU - Yang, Liusha
AU - Zhou, Rui
AU - Liang, Jing
AU - Wei, Hong
AU - Wang, Xuan
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Assessing Air-Interface Dataset Similarity and Diversity for AI-Enabled Wireless Communications.
BT - IEEE International Conference on Communications Workshops, ICC 2024 Workshops, Denver, CO, USA, June 9-13, 2024
SP - 1623
EP - 1628
PY - 2024//
DO - 10.1109/ICCWORKSHOPS59551.2024.10615485
UR - https://doi.org/10.1109/ICCWorkshops59551.2024.10615485
ER -
TY - CPAPER
ID - DBLP:conf/icml/LiX0L24
AU - Li, Yingru
AU - Xu, Jiawei
AU - Han, Lei
AU - Luo, Zhi-Quan
TI - Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent.
BT - Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024
PY - 2024//
UR - https://openreview.net/forum?id=OF7e0w1uon
ER -
TY - CPAPER
ID - DBLP:conf/icml/LiXZL00L24
AU - Li, Ziniu
AU - Xu, Tian
AU - Zhang, Yushun
AU - Lin, Zhihang
AU - Yu, Yang
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.
BT - Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024
PY - 2024//
UR - https://openreview.net/forum?id=Stn8hXkpe6
ER -
TY - CPAPER
ID - DBLP:conf/icml/Xiao0LO24
AU - Xiao, Jiancong
AU - Zhang, Jiawei
AU - Luo, Zhi-Quan
AU - Ozdaglar, Asuman E.
TI - Uniformly Stable Algorithms for Adversarial Training and Beyond.
BT - Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024
PY - 2024//
UR - https://openreview.net/forum?id=odCl49tWA6
ER -
TY - CPAPER
ID - DBLP:conf/ieeesam/LiuPLJL24
AU - Liu, Liangqi
AU - Pu, Wenqiang
AU - Li, Yingru
AU - Jiu, Bo
AU - Luo, Zhi-Quan
TI - Radar Anti-Jamming Strategy Learning via Domain-Knowledge Enhanced Online Convex Optimization.
BT - 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2024, Corvallis, OR, USA, July 8-11, 2024
SP - 1
EP - 5
PY - 2024//
DO - 10.1109/SAM60225.2024.10636607
UR - https://doi.org/10.1109/SAM60225.2024.10636607
ER -
TY - CPAPER
ID - DBLP:conf/kdd/WangZZM0MLL024
AU - Wang, Bohan
AU - Zhang, Yushun
AU - Zhang, Huishuai
AU - Meng, Qi
AU - Sun, Ruoyu
AU - Ma, Zhi-Ming
AU - Liu, Tie-Yan
AU - Luo, Zhi-Quan
AU - Chen, Wei
TI - Provable Adaptivity of Adam under Non-uniform Smoothness.
BT - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024
SP - 2960
EP - 2969
PY - 2024//
DO - 10.1145/3637528.3671718
UR - https://doi.org/10.1145/3637528.3671718
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2402-09456
AU - Li, Yingru
AU - Liu, Liangqi
AU - Pu, Wenqiang
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - Optimistic Thompson Sampling for No-Regret Learning in Unknown Games.
JO - CoRR
VL - abs/2402.09456
PY - 2024//
DO - 10.48550/ARXIV.2402.09456
UR - https://doi.org/10.48550/arXiv.2402.09456
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2402-10228
AU - Li, Yingru
AU - Xu, Jiawei
AU - Han, Lei
AU - Luo, Zhi-Quan
TI - HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments.
JO - CoRR
VL - abs/2402.10228
PY - 2024//
DO - 10.48550/ARXIV.2402.10228
UR - https://doi.org/10.48550/arXiv.2402.10228
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2402-16788
AU - Zhang, Yushun
AU - Chen, Congliang
AU - Ding, Tian
AU - Li, Ziniu
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Why Transformers Need Adam: A Hessian Perspective.
JO - CoRR
VL - abs/2402.16788
PY - 2024//
DO - 10.48550/ARXIV.2402.16788
UR - https://doi.org/10.48550/arXiv.2402.16788
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2403-11175
AU - Li, Yingru
AU - Luo, Zhi-Quan
TI - Prior-dependent analysis of posterior sampling reinforcement learning with function approximation.
JO - CoRR
VL - abs/2403.11175
PY - 2024//
DO - 10.48550/ARXIV.2403.11175
UR - https://doi.org/10.48550/arXiv.2403.11175
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2405-01817
AU - Xiao, Jiancong
AU - Zhang, Jiawei
AU - Luo, Zhi-Quan
AU - Ozdaglar, Asuman E.
TI - Uniformly Stable Algorithms for Adversarial Training and Beyond.
JO - CoRR
VL - abs/2405.01817
PY - 2024//
DO - 10.48550/ARXIV.2405.01817
UR - https://doi.org/10.48550/arXiv.2405.01817
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2406-16793
AU - Zhang, Yushun
AU - Chen, Congliang
AU - Li, Ziniu
AU - Ding, Tian
AU - Wu, Chenwei
AU - Ye, Yinyu
AU - Luo, Zhi-Quan
AU - Sun, Ruoyu
TI - Adam-mini: Use Fewer Learning Rates To Gain More.
JO - CoRR
VL - abs/2406.16793
PY - 2024//
DO - 10.48550/ARXIV.2406.16793
UR - https://doi.org/10.48550/arXiv.2406.16793
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2407-12648
AU - Xu, Fan
AU - Yao, Jiawei
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Blind Beamforming for Coverage Enhancement with Intelligent Reflecting Surface.
JO - CoRR
VL - abs/2407.12648
PY - 2024//
DO - 10.48550/ARXIV.2407.12648
UR - https://doi.org/10.48550/arXiv.2407.12648
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2407-13195
AU - Li, Yingru
AU - Xu, Jiawei
AU - Luo, Zhi-Quan
TI - Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation.
JO - CoRR
VL - abs/2407.13195
PY - 2024//
DO - 10.48550/ARXIV.2407.13195
UR - https://doi.org/10.48550/arXiv.2407.13195
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2408-16673
AU - Li, Ziniu
AU - Chen, Congliang
AU - Xu, Tian
AU - Qin, Zeyu
AU - Xiao, Jiancong
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity.
JO - CoRR
VL - abs/2408.16673
PY - 2024//
DO - 10.48550/ARXIV.2408.16673
UR - https://doi.org/10.48550/arXiv.2408.16673
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2409-13943
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - QoS-Aware and Routing-Flexible Network Slicing for Service-Oriented Networks.
JO - CoRR
VL - abs/2409.13943
PY - 2024//
DO - 10.48550/ARXIV.2409.13943
UR - https://doi.org/10.48550/arXiv.2409.13943
ER -
TY - JOUR
ID - DBLP:journals/cm/LuoZLYCWSCG23
AU - Luo, Zhi-Quan
AU - Zheng, Xi
AU - López-Pérez, David
AU - Yan, Qi
AU - Chen, Xin
AU - Wang, Nanbin
AU - Shi, Qingjiang
AU - Chang, Tsung-Hui
AU - García-Rodríguez, Adrian
TI - SRCON: A Data-Driven Network Performance Simulator for Real-World Wireless Networks.
JO - IEEE Commun. Mag.
VL - 61
IS - 6
SP - 96
EP - 102
PY - 2023/06/
DO - 10.1109/MCOM.001.2200179
UR - https://doi.org/10.1109/MCOM.001.2200179
ER -
TY - JOUR
ID - DBLP:journals/sigpro/PuXZL23
AU - Pu, Wenqiang
AU - Xiao, Jinjun
AU - Zhang, Tao
AU - Luo, Zhi-Quan
TI - A penalized inequality-constrained approach for robust beamforming with DoF limitation.
JO - Signal Process.
VL - 202
SP - 108746
PY - 2023//
DO - 10.1016/J.SIGPRO.2022.108746
UR - https://doi.org/10.1016/j.sigpro.2022.108746
ER -
TY - JOUR
ID - DBLP:journals/tsp/HuangFVL23
AU - Huang, Yongwei
AU - Fu, Hao
AU - Vorobyov, Sergiy A.
AU - Luo, Zhi-Quan
TI - Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets.
JO - IEEE Trans. Signal Process.
VL - 71
SP - 218
EP - 232
PY - 2023//
DO - 10.1109/TSP.2023.3240312
UR - https://doi.org/10.1109/TSP.2023.3240312
ER -
TY - JOUR
ID - DBLP:journals/tsp/ZhaoLSL23
AU - Zhao, Xiaotong
AU - Lu, Siyuan
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?
JO - IEEE Trans. Signal Process.
VL - 71
SP - 433
EP - 446
PY - 2023//
DO - 10.1109/TSP.2023.3244104
UR - https://doi.org/10.1109/TSP.2023.3244104
ER -
TY - JOUR
ID - DBLP:journals/tsp/ChenLLDL23
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Liu, Fan
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - Towards Efficient Large-Scale Network Slicing: An LP Dynamic Rounding-and-Refinement Approach.
JO - IEEE Trans. Signal Process.
VL - 71
SP - 615
EP - 630
PY - 2023//
DO - 10.1109/TSP.2023.3244671
UR - https://doi.org/10.1109/TSP.2023.3244671
ER -
TY - JOUR
ID - DBLP:journals/tsp/PuLL23
AU - Pu, Wenqiang
AU - Liu, Ya-Feng
AU - Luo, Zhi-Quan
TI - Efficient Estimation of Sensor Biases for the 3-D Asynchronous Multi-Sensor System.
JO - IEEE Trans. Signal Process.
VL - 71
SP - 2420
EP - 2433
PY - 2023//
DO - 10.1109/TSP.2023.3289706
UR - https://doi.org/10.1109/TSP.2023.3289706
ER -
TY - JOUR
ID - DBLP:journals/tsp/ChenSLL23
AU - Chen, Congliang
AU - Shen, Li
AU - Liu, Wei
AU - Luo, Zhi-Quan
TI - Efficient-Adam: Communication-Efficient Distributed Adam.
JO - IEEE Trans. Signal Process.
VL - 71
SP - 3257
EP - 3266
PY - 2023//
DO - 10.1109/TSP.2023.3309461
UR - https://doi.org/10.1109/TSP.2023.3309461
ER -
TY - JOUR
ID - DBLP:journals/twc/RenSZLCL23
AU - Ren, Shuyi
AU - Shen, Kaiming
AU - Zhang, Yaowen
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Configuring Intelligent Reflecting Surface With Performance Guarantees: Blind Beamforming.
JO - IEEE Trans. Wirel. Commun.
VL - 22
IS - 5
SP - 3355
EP - 3370
PY - 2023/05/
DO - 10.1109/TWC.2022.3217679
UR - https://doi.org/10.1109/TWC.2022.3217679
ER -
TY - JOUR
ID - DBLP:journals/wcl/RenSLCL23
AU - Ren, Shuyi
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - A Linear Time Algorithm for the Optimal Discrete IRS Beamforming.
JO - IEEE Wirel. Commun. Lett.
VL - 12
IS - 3
SP - 496
EP - 500
PY - 2023/03/
DO - 10.1109/LWC.2022.3232146
UR - https://doi.org/10.1109/LWC.2022.3232146
ER -
TY - CPAPER
ID - DBLP:conf/icc/YaoXLSLCL23
AU - Yao, Jiawei
AU - Xu, Fan
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Blind Beamforming for Multiple Intelligent Reflecting Surfaces.
BT - IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023
SP - 871
EP - 876
PY - 2023//
DO - 10.1109/ICC45041.2023.10279409
UR - https://doi.org/10.1109/ICC45041.2023.10279409
ER -
TY - CPAPER
ID - DBLP:conf/iccv/Meng0Y0LL23
AU - Meng, Qingyan
AU - Xiao, Mingqing
AU - Yan, Shen
AU - Wang, Yisen
AU - Lin, Zhouchen
AU - Luo, Zhi-Quan
TI - Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks.
BT - IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023
SP - 6143
EP - 6153
PY - 2023//
DO - 10.1109/ICCV51070.2023.00567
UR - https://doi.org/10.1109/ICCV51070.2023.00567
ER -
TY - CPAPER
ID - DBLP:conf/icml/LiangL23
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - A Distribution Optimization Framework for Confidence Bounds of Risk Measures.
BT - International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA.
SP - 20677
EP - 20705
PY - 2023//
UR - https://proceedings.mlr.press/v202/liang23c.html
ER -
TY - CPAPER
ID - DBLP:conf/nips/LiXQ0L23
AU - Li, Ziniu
AU - Xu, Tian
AU - Qin, Zeyu
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Imitation Learning from Imperfection: Theoretical Justifications and Algorithms.
BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.
PY - 2023//
UR - http://papers.nips.cc/paper_files/paper/2023/hash/3af25aa3de8b7b02ddbd1b6be5031be8-Abstract-Conference.html
ER -
TY - CPAPER
ID - DBLP:conf/nips/Xiao0L23
AU - Xiao, Jiancong
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization.
BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.
PY - 2023//
UR - http://papers.nips.cc/paper_files/paper/2023/hash/720991812855c99df50bc8b36966cd81-Abstract-Conference.html
ER -
TY - CPAPER
ID - DBLP:conf/spawc/XuYLSLCL23
AU - Xu, Fan
AU - Yao, Jiawei
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Blind Beamforming for Multiple-IRS Assisted Wireless Transmission.
BT - 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2023, Shanghai, China, September 25-28, 2023
SP - 136
EP - 140
PY - 2023//
DO - 10.1109/SPAWC53906.2023.10304458
UR - https://doi.org/10.1109/SPAWC53906.2023.10304458
ER -
TY - CPAPER
ID - DBLP:conf/spawc/LiPL23
AU - Li, Kai
AU - Pu, Wenqiang
AU - Luo, Zhi-Quan
TI - An Exploration-Estimation Beamforming Scheme For 5GNR FDD Massive MIMO Communications.
BT - 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2023, Shanghai, China, September 25-28, 2023
SP - 146
EP - 150
PY - 2023//
DO - 10.1109/SPAWC53906.2023.10304506
UR - https://doi.org/10.1109/SPAWC53906.2023.10304506
ER -
TY - CPAPER
ID - DBLP:conf/spawc/ChenLZDL23
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Zhang, Rui-Jin
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - An Efficient Decomposition Algorithm for Large-Scale Network Slicing.
BT - 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2023, Shanghai, China, September 25-28, 2023
SP - 171
EP - 175
PY - 2023//
DO - 10.1109/SPAWC53906.2023.10304555
UR - https://doi.org/10.1109/SPAWC53906.2023.10304555
ER -
TY - CPAPER
ID - DBLP:conf/uai/XuL0L23
AU - Xu, Tian
AU - Li, Ziniu
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Provably Efficient Adversarial Imitation Learning with Unknown Transitions.
BT - Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA.
SP - 2367
EP - 2378
PY - 2023//
UR - https://proceedings.mlr.press/v216/xu23c.html
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2301-11687
AU - Li, Ziniu
AU - Xu, Tian
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Theoretical Analysis of Offline Imitation With Supplementary Dataset.
JO - CoRR
VL - abs/2301.11687
PY - 2023//
DO - 10.48550/ARXIV.2301.11687
UR - https://doi.org/10.48550/arXiv.2301.11687
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2302-09717
AU - Xu, Fan
AU - Yao, Jiawei
AU - Lai, Wenhai
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Coordinating Multiple Intelligent Reflecting Surfaces without Channel Information.
JO - CoRR
VL - abs/2302.09717
PY - 2023//
DO - 10.48550/ARXIV.2302.09717
UR - https://doi.org/10.48550/arXiv.2302.09717
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2302-13551
AU - Rybin, Dmitry
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Invariant Layers for Graphs with Nodes of Different Types.
JO - CoRR
VL - abs/2302.13551
PY - 2023//
DO - 10.48550/ARXIV.2302.13551
UR - https://doi.org/10.48550/arXiv.2302.13551
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2302-14311
AU - Meng, Qingyan
AU - Xiao, Mingqing
AU - Yan, Shen
AU - Wang, Yisen
AU - Lin, Zhouchen
AU - Luo, Zhi-Quan
TI - Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks.
JO - CoRR
VL - abs/2302.14311
PY - 2023//
DO - 10.48550/ARXIV.2302.14311
UR - https://doi.org/10.48550/arXiv.2302.14311
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2306-02399
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures.
JO - CoRR
VL - abs/2306.02399
PY - 2023//
DO - 10.48550/ARXIV.2306.02399
UR - https://doi.org/10.48550/arXiv.2306.02399
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2306-06563
AU - Xu, Tian
AU - Li, Ziniu
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Provably Efficient Adversarial Imitation Learning with Unknown Transitions.
JO - CoRR
VL - abs/2306.06563
PY - 2023//
DO - 10.48550/ARXIV.2306.06563
UR - https://doi.org/10.48550/arXiv.2306.06563
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2306-07059
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - A Distribution Optimization Framework for Confidence Bounds of Risk Measures.
JO - CoRR
VL - abs/2306.07059
PY - 2023//
DO - 10.48550/ARXIV.2306.07059
UR - https://doi.org/10.48550/arXiv.2306.07059
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2306-15247
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Zhang, Rui-Jin
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - An Efficient Decomposition Algorithm for Large-Scale Network Slicing.
JO - CoRR
VL - abs/2306.15247
PY - 2023//
DO - 10.48550/ARXIV.2306.15247
UR - https://doi.org/10.48550/arXiv.2306.15247
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2310-06182
AU - Xiao, Jiancong
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization.
JO - CoRR
VL - abs/2310.06182
PY - 2023//
DO - 10.48550/ARXIV.2310.06182
UR - https://doi.org/10.48550/arXiv.2310.06182
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2310-10505
AU - Li, Ziniu
AU - Xu, Tian
AU - Zhang, Yushun
AU - Yu, Yang
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.
JO - CoRR
VL - abs/2310.10505
PY - 2023//
DO - 10.48550/ARXIV.2310.10505
UR - https://doi.org/10.48550/arXiv.2310.10505
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2310-15051
AU - Maatouk, Ali
AU - Ayed, Fadhel
AU - Piovesan, Nicola
AU - Domenico, Antonio De
AU - Debbah, Mérouane
AU - Luo, Zhi-Quan
TI - TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge.
JO - CoRR
VL - abs/2310.15051
PY - 2023//
DO - 10.48550/ARXIV.2310.15051
UR - https://doi.org/10.48550/arXiv.2310.15051
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2312-16918
AU - Wu, Qingqing
AU - Zheng, Beixiong
AU - You, Changsheng
AU - Zhu, Lipeng
AU - Shen, Kaiming
AU - Shao, Xiaodan
AU - Mei, Weidong
AU - Di, Boya
AU - Zhang, Hongliang
AU - Basar, Ertugrul
AU - Song, Lingyang
AU - Renzo, Marco Di
AU - Luo, Zhi-Quan
AU - Zhang, Rui
TI - Intelligent Surfaces Empowered Wireless Network: Recent Advances and The Road to 6G.
JO - CoRR
VL - abs/2312.16918
PY - 2023//
DO - 10.48550/ARXIV.2312.16918
UR - https://doi.org/10.48550/arXiv.2312.16918
ER -
TY - JOUR
ID - DBLP:journals/cn/KhatiriML22
AU - Khatiri, Atefeh
AU - Mirjalily, Ghasem
AU - Luo, Zhi-Quan
TI - Balanced resource allocation for VNF service chain provisioning in inter-datacenter elastic optical networks.
JO - Comput. Networks
VL - 203
SP - 108717
PY - 2022//
DO - 10.1016/J.COMNET.2021.108717
UR - https://doi.org/10.1016/j.comnet.2021.108717
ER -
TY - JOUR
ID - DBLP:journals/icl/AsgarianML22
AU - Asgarian, Mina
AU - Mirjalily, Ghasem
AU - Luo, Zhi-Quan
TI - Trade-Off Between Efficiency and Complexity in Multi-Stage Embedding of Multicast VNF Service Chains.
JO - IEEE Commun. Lett.
VL - 26
IS - 2
SP - 429
EP - 433
PY - 2022//
DO - 10.1109/LCOMM.2021.3132134
UR - https://doi.org/10.1109/LCOMM.2021.3132134
ER -
TY - JOUR
ID - DBLP:journals/jstsp/ReyhanianL22
AU - Reyhanian, Navid
AU - Luo, Zhi-Quan
TI - Data-Driven Adaptive Network Slicing for Multi-Tenant Networks.
JO - IEEE J. Sel. Top. Signal Process.
VL - 16
IS - 1
SP - 113
EP - 128
PY - 2022//
DO - 10.1109/JSTSP.2021.3127796
UR - https://doi.org/10.1109/JSTSP.2021.3127796
ER -
TY - JOUR
ID - DBLP:journals/jstsp/ZhangSRLCL22
AU - Zhang, Yaowen
AU - Shen, Kaiming
AU - Ren, Shuyi
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming.
JO - IEEE J. Sel. Top. Signal Process.
VL - 16
IS - 5
SP - 967
EP - 979
PY - 2022//
DO - 10.1109/JSTSP.2022.3176479
UR - https://doi.org/10.1109/JSTSP.2022.3176479
ER -
TY - JOUR
ID - DBLP:journals/nn/MengYXWLL22
AU - Meng, Qingyan
AU - Yan, Shen
AU - Xiao, Mingqing
AU - Wang, Yisen
AU - Lin, Zhouchen
AU - Luo, Zhi-Quan
TI - Training much deeper spiking neural networks with a small number of time-steps.
JO - Neural Networks
VL - 153
SP - 254
EP - 268
PY - 2022//
DO - 10.1016/J.NEUNET.2022.06.001
UR - https://doi.org/10.1016/j.neunet.2022.06.001
ER -
TY - JOUR
ID - DBLP:journals/siamjo/ZhangL22a
AU - Zhang, Jiawei
AU - Luo, Zhi-Quan
TI - A Global Dual Error Bound and Its Application to the Analysis of Linearly Constrained Nonconvex Optimization.
JO - SIAM J. Optim.
VL - 32
IS - 3
SP - 2319
EP - 2346
PY - 2022/09/
DO - 10.1137/20M135474X
UR - https://doi.org/10.1137/20m135474x
ER -
TY - JOUR
ID - DBLP:journals/tnsm/MirjalilyAL22
AU - Mirjalily, Ghasem
AU - Asgarian, Mina
AU - Luo, Zhi-Quan
TI - Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks.
JO - IEEE Trans. Netw. Serv. Manag.
VL - 19
IS - 1
SP - 424
EP - 436
PY - 2022//
DO - 10.1109/TNSM.2021.3083798
UR - https://doi.org/10.1109/TNSM.2021.3083798
ER -
TY - JOUR
ID - DBLP:journals/tsp/ZhangGCL22
AU - Zhang, Jiawei
AU - Ge, Songyang
AU - Chang, Tsung-Hui
AU - Luo, Zhi-Quan
TI - Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem.
JO - IEEE Trans. Signal Process.
VL - 70
SP - 3312
EP - 3327
PY - 2022//
DO - 10.1109/TSP.2022.3184772
UR - https://doi.org/10.1109/TSP.2022.3184772
ER -
TY - JOUR
ID - DBLP:journals/tvt/ReyhanianFL22
AU - Reyhanian, Navid
AU - Farmanbar, Hamid
AU - Luo, Zhi-Quan
TI - Resource Reservation in Backhaul and Radio Access Network With Uncertain User Demands.
JO - IEEE Trans. Veh. Technol.
VL - 71
IS - 10
SP - 10878
EP - 10893
PY - 2022//
DO - 10.1109/TVT.2022.3182899
UR - https://doi.org/10.1109/TVT.2022.3182899
ER -
TY - CPAPER
ID - DBLP:conf/cvpr/Meng0Y0LL22
AU - Meng, Qingyan
AU - Xiao, Mingqing
AU - Yan, Shen
AU - Wang, Yisen
AU - Lin, Zhouchen
AU - Luo, Zhi-Quan
TI - Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation.
BT - IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022
SP - 12434
EP - 12443
PY - 2022//
DO - 10.1109/CVPR52688.2022.01212
UR - https://doi.org/10.1109/CVPR52688.2022.01212
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ChenLDL22
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - Optimal Qos-Aware Network Slicing for Service-Oriented Networks with Flexible Routing.
BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022
SP - 5288
EP - 5292
PY - 2022//
DO - 10.1109/ICASSP43922.2022.9747910
UR - https://doi.org/10.1109/ICASSP43922.2022.9747910
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ZhangCJMYQSL22
AU - Zhang, Tianjian
AU - Chen, Qian
AU - Jiang, Yi
AU - Miao, Dandan
AU - Yin, Feng
AU - Quan, Tao
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - ICASSP-SPGC 2022: Root Cause Analysis for Wireless Network Fault Localization.
BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022
SP - 9301
EP - 9305
PY - 2022//
DO - 10.1109/ICASSP43922.2022.9746687
UR - https://doi.org/10.1109/ICASSP43922.2022.9746687
ER -
TY - CPAPER
ID - DBLP:conf/iclr/LiLZZL22
AU - Li, Ziniu
AU - Li, Yingru
AU - Zhang, Yushun
AU - Zhang, Tong
AU - Luo, Zhi-Quan
TI - HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning.
BT - The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022
PY - 2022//
UR - https://openreview.net/forum?id=X0nrKAXu7g-
ER -
TY - CPAPER
ID - DBLP:conf/iclr/ZhangYL22
AU - Zhang, Tianjian
AU - Yin, Feng
AU - Luo, Zhi-Quan
TI - Fast Generic Interaction Detection for Model Interpretability and Compression.
BT - The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022
PY - 2022//
UR - https://openreview.net/forum?id=fQTlgI2qZqE
ER -
TY - CPAPER
ID - DBLP:conf/nips/XiaoF00L22
AU - Xiao, Jiancong
AU - Fan, Yanbo
AU - Sun, Ruoyu
AU - Wang, Jue
AU - Luo, Zhi-Quan
TI - Stability Analysis and Generalization Bounds of Adversarial Training.
BT - Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.
PY - 2022//
UR - http://papers.nips.cc/paper_files/paper/2022/hash/637de5e2a7a77f741b0b84bd61c83125-Abstract-Conference.html
ER -
TY - CPAPER
ID - DBLP:conf/nips/ZhangCS0L22
AU - Zhang, Yushun
AU - Chen, Congliang
AU - Shi, Naichen
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Adam Can Converge Without Any Modification On Update Rules.
BT - Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.
PY - 2022//
UR - http://papers.nips.cc/paper_files/paper/2022/hash/b6260ae5566442da053e5ab5d691067a-Abstract-Conference.html
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2202-02468
AU - Li, Ziniu
AU - Xu, Tian
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Rethinking ValueDice: Does It Really Improve Performance?
JO - CoRR
VL - abs/2202.02468
PY - 2022//
UR - https://arxiv.org/abs/2202.02468
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2205-00459
AU - Meng, Qingyan
AU - Xiao, Mingqing
AU - Yan, Shen
AU - Wang, Yisen
AU - Lin, Zhouchen
AU - Luo, Zhi-Quan
TI - Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation.
JO - CoRR
VL - abs/2205.00459
PY - 2022//
DO - 10.48550/ARXIV.2205.00459
UR - https://doi.org/10.48550/arXiv.2205.00459
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2205-14473
AU - Chen, Congliang
AU - Shen, Li
AU - Liu, Wei
AU - Luo, Zhi-Quan
TI - Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis.
JO - CoRR
VL - abs/2205.14473
PY - 2022//
DO - 10.48550/ARXIV.2205.14473
UR - https://doi.org/10.48550/arXiv.2205.14473
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2207-09622
AU - Zhao, Yun-Bin
AU - Luo, Zhi-Quan
TI - Natural Thresholding Algorithms for Signal Recovery with Sparsity.
JO - CoRR
VL - abs/2207.09622
PY - 2022//
DO - 10.48550/ARXIV.2207.09622
UR - https://doi.org/10.48550/arXiv.2207.09622
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2208-01899
AU - Xu, Tian
AU - Li, Ziniu
AU - Yu, Yang
AU - Luo, Zhi-Quan
TI - Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis.
JO - CoRR
VL - abs/2208.01899
PY - 2022//
DO - 10.48550/ARXIV.2208.01899
UR - https://doi.org/10.48550/arXiv.2208.01899
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2208-09632
AU - Zhang, Yushun
AU - Chen, Congliang
AU - Shi, Naichen
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Adam Can Converge Without Any Modification on Update Rules.
JO - CoRR
VL - abs/2208.09632
PY - 2022//
DO - 10.48550/ARXIV.2208.09632
UR - https://doi.org/10.48550/arXiv.2208.09632
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2210-00430
AU - Xiao, Jiancong
AU - Yang, Liusha
AU - Fan, Yanbo
AU - Wang, Jue
AU - Luo, Zhi-Quan
TI - Understanding Adversarial Robustness Against On-manifold Adversarial Examples.
JO - CoRR
VL - abs/2210.00430
PY - 2022//
DO - 10.48550/ARXIV.2210.00430
UR - https://doi.org/10.48550/arXiv.2210.00430
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2210-00557
AU - Xiao, Jiancong
AU - Qin, Zeyu
AU - Fan, Yanbo
AU - Wu, Baoyuan
AU - Wang, Jue
AU - Luo, Zhi-Quan
TI - Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis.
JO - CoRR
VL - abs/2210.00557
PY - 2022//
DO - 10.48550/ARXIV.2210.00557
UR - https://doi.org/10.48550/arXiv.2210.00557
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2210-00960
AU - Xiao, Jiancong
AU - Fan, Yanbo
AU - Sun, Ruoyu
AU - Wang, Jue
AU - Luo, Zhi-Quan
TI - Stability Analysis and Generalization Bounds of Adversarial Training.
JO - CoRR
VL - abs/2210.00960
PY - 2022//
DO - 10.48550/ARXIV.2210.00960
UR - https://doi.org/10.48550/arXiv.2210.00960
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2210-12001
AU - Zhang, Jiawei
AU - Zhang, Yushun
AU - Hong, Mingyi
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - When Expressivity Meets Trainability: Fewer than n Neurons Can Work.
JO - CoRR
VL - abs/2210.12001
PY - 2022//
DO - 10.48550/ARXIV.2210.12001
UR - https://doi.org/10.48550/arXiv.2210.12001
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2210-14051
AU - Liang, Hao
AU - Luo, Zhi-Quan
TI - Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds.
JO - CoRR
VL - abs/2210.14051
PY - 2022//
DO - 10.48550/ARXIV.2210.14051
UR - https://doi.org/10.48550/arXiv.2210.14051
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2211-04704
AU - Rybin, Dmitry
AU - Ren, Shuyi
AU - Shen, Kaiming
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - A Linear Time Algorithm for the Optimal Discrete IRS Beamforming.
JO - CoRR
VL - abs/2211.04704
PY - 2022//
DO - 10.48550/ARXIV.2211.04704
UR - https://doi.org/10.48550/arXiv.2211.04704
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2211-14966
AU - Xiao, Jiancong
AU - Fan, Yanbo
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - Adversarial Rademacher Complexity of Deep Neural Networks.
JO - CoRR
VL - abs/2211.14966
PY - 2022//
DO - 10.48550/ARXIV.2211.14966
UR - https://doi.org/10.48550/arXiv.2211.14966
ER -
TY - JOUR
ID - DBLP:journals/icl/AsgarianML21
AU - Asgarian, Mina
AU - Mirjalily, Ghasem
AU - Luo, Zhi-Quan
TI - Embedding Multicast Service Function Chains in NFV-Enabled Networks.
JO - IEEE Commun. Lett.
VL - 25
IS - 4
SP - 1264
EP - 1268
PY - 2021//
DO - 10.1109/LCOMM.2020.3044894
UR - https://doi.org/10.1109/LCOMM.2020.3044894
ER -
TY - JOUR
ID - DBLP:journals/sigpro/ZhaoL21
AU - Zhao, Yun-Bin
AU - Luo, Zhi-Quan
TI - Analysis of optimal thresholding algorithms for compressed sensing.
JO - Signal Process.
VL - 187
SP - 108148
PY - 2021//
DO - 10.1016/J.SIGPRO.2021.108148
UR - https://doi.org/10.1016/j.sigpro.2021.108148
ER -
TY - JOUR
ID - DBLP:journals/sigpro/RohedaKLW21
AU - Roheda, Siddharth
AU - Krim, Hamid
AU - Luo, Zhi-Quan
AU - Wu, Tianfu
TI - Event driven sensor fusion.
JO - Signal Process.
VL - 188
SP - 108241
PY - 2021//
DO - 10.1016/J.SIGPRO.2021.108241
UR - https://doi.org/10.1016/j.sigpro.2021.108241
ER -
TY - JOUR
ID - DBLP:journals/tnsm/ChenLDLD21
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Domenico, Antonio De
AU - Luo, Zhi-Quan
AU - Dai, Yu-Hong
TI - Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency.
JO - IEEE Trans. Netw. Serv. Manag.
VL - 18
IS - 4
SP - 4337
EP - 4352
PY - 2021//
DO - 10.1109/TNSM.2021.3087483
UR - https://doi.org/10.1109/TNSM.2021.3087483
ER -
TY - JOUR
ID - DBLP:journals/tsp/WangZCLL21
AU - Wang, Zhiguo
AU - Zhang, Jiawei
AU - Chang, Tsung-Hui
AU - Li, Jian
AU - Luo, Zhi-Quan
TI - Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems.
JO - IEEE Trans. Signal Process.
VL - 69
SP - 4486
EP - 4501
PY - 2021//
DO - 10.1109/TSP.2021.3097211
UR - https://doi.org/10.1109/TSP.2021.3097211
ER -
TY - JOUR
ID - DBLP:journals/twc/YuanZWOL21
AU - Yuan, Yi
AU - Zheng, Gan
AU - Wong, Kai-Kit
AU - Ottersten, Björn E.
AU - Luo, Zhi-Quan
TI - Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation.
JO - IEEE Trans. Wirel. Commun.
VL - 20
IS - 3
SP - 1742
EP - 1755
PY - 2021//
DO - 10.1109/TWC.2020.3035843
UR - https://doi.org/10.1109/TWC.2020.3035843
ER -
TY - CPAPER
ID - DBLP:conf/acssc/ReyhanianL21
AU - Reyhanian, Navid
AU - Luo, Zhi-Quan
TI - Data-Driven Optimized Slice Activation in Multi-Tenant 5G Networks.
BT - 55th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2021, Pacific Grove, CA, USA, October 31 - November 3, 2021
SP - 33
EP - 37
PY - 2021//
DO - 10.1109/IEEECONF53345.2021.9723177
UR - https://doi.org/10.1109/IEEECONF53345.2021.9723177
ER -
TY - CPAPER
ID - DBLP:conf/aistats/ChenZSZL21
AU - Chen, Congliang
AU - Zhang, Jiawei
AU - Shen, Li
AU - Zhao, Peilin
AU - Luo, Zhi-Quan
TI - Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization.
BT - The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event.
SP - 1594
EP - 1602
PY - 2021//
UR - http://proceedings.mlr.press/v130/chen21c.html
ER -
TY - CPAPER
ID - DBLP:conf/globecom/ZhangRSL21
AU - Zhang, Yaowen
AU - Ren, Shuyi
AU - Shen, Kaiming
AU - Luo, Zhi-Quan
TI - Optimal Discrete Beamforming for Intelligent Reflecting Surface.
BT - IEEE Global Communications Conference, GLOBECOM 2021, Madrid, Spain, December 7-11, 2021
SP - 1
EP - 6
PY - 2021//
DO - 10.1109/GLOBECOM46510.2021.9685790
UR - https://doi.org/10.1109/GLOBECOM46510.2021.9685790
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ReyhanianFL21
AU - Reyhanian, Navid
AU - Farmanbar, Hamid
AU - Luo, Zhi-Quan
TI - Data-Driven Adaptive Network Resource Slicing for Multi-Tenant Networks.
BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021
SP - 4715
EP - 4719
PY - 2021//
DO - 10.1109/ICASSP39728.2021.9413706
UR - https://doi.org/10.1109/ICASSP39728.2021.9413706
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ChenLDL21
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - An Efficient Linear Programming Rounding-and-Refinement Algorithm for Large-Scale Network Slicing Problem.
BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021
SP - 4735
EP - 4739
PY - 2021//
DO - 10.1109/ICASSP39728.2021.9413378
UR - https://doi.org/10.1109/ICASSP39728.2021.9413378
ER -
TY - CPAPER
ID - DBLP:conf/icassp/LiLCSL21
AU - Li, Kai
AU - Li, Ying
AU - Cheng, Lei
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Pushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach.
BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021
SP - 4785
EP - 4789
PY - 2021//
DO - 10.1109/ICASSP39728.2021.9414376
UR - https://doi.org/10.1109/ICASSP39728.2021.9414376
ER -
TY - CPAPER
ID - DBLP:conf/nips/ZhangZHSL21
AU - Zhang, Jiawei
AU - Zhang, Yushun
AU - Hong, Mingyi
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work.
BT - Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.
SP - 9167
EP - 9180
PY - 2021//
UR - https://proceedings.neurips.cc/paper/2021/hash/4c7a167bb329bd92580a99ce422d6fa6-Abstract.html
ER -
TY - CPAPER
ID - DBLP:conf/spawc/LiLCSL21
AU - Li, Kai
AU - Li, Ying
AU - Cheng, Lei
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Learning Enhanced Beamforming Vector From CQIs in 5G NR FDD Massive MIMO Systems: A Tuning-free Approach.
BT - 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2021, Lucca, Italy, September 27-30, 2021
SP - 21
EP - 25
PY - 2021//
DO - 10.1109/SPAWC51858.2021.9593098
UR - https://doi.org/10.1109/SPAWC51858.2021.9593098
ER -
TY - CPAPER
ID - DBLP:conf/spawc/LiLCSL21a
AU - Li, Ying
AU - Li, Kai
AU - Cheng, Lei
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Digital Twin-Aided Learning to Enable Robust Beamforming: Limited Feedback Meets Deep Generative Models.
BT - 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2021, Lucca, Italy, September 27-30, 2021
SP - 26
EP - 30
PY - 2021//
DO - 10.1109/SPAWC51858.2021.9593108
UR - https://doi.org/10.1109/SPAWC51858.2021.9593108
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2102-02563
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - An efficient linear programming rounding-and-refinement algorithm for large-scale network slicing problem.
JO - CoRR
VL - abs/2102.02563
PY - 2021//
UR - https://arxiv.org/abs/2102.02563
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2103-05378
AU - Zhang, Jiawei
AU - Ge, Songyang
AU - Chang, Tsung-Hui
AU - Luo, Zhi-Quan
TI - Decentralized Non-Convex Learning with Linearly Coupled Constraints.
JO - CoRR
VL - abs/2103.05378
PY - 2021//
UR - https://arxiv.org/abs/2103.05378
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2107-14404
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Liu, Fan
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - Towards Efficient Large-Scale Network Slicing: An LP Rounding-and-Refinement Approach.
JO - CoRR
VL - abs/2107.14404
PY - 2021//
UR - https://arxiv.org/abs/2107.14404
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2108-09892
AU - Zhao, Yun-Bin
AU - Luo, Zhi-Quan
TI - Dynamic Orthogonal Matching Pursuit for Signal Reconstruction.
JO - CoRR
VL - abs/2108.09892
PY - 2021//
UR - https://arxiv.org/abs/2108.09892
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2110-03915
AU - Chen, Wei-Kun
AU - Liu, Ya-Feng
AU - Dai, Yu-Hong
AU - Luo, Zhi-Quan
TI - Optimal QoS-Aware Network Slicing for Service-Oriented Networks with Flexible Routing.
JO - CoRR
VL - abs/2110.03915
PY - 2021//
UR - https://arxiv.org/abs/2110.03915
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2112-02260
AU - Zhang, Yaowen
AU - Shen, Kaiming
AU - Ren, Shuyi
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Configuring Intelligent Reflecting Surface with Performance Guarantees: Optimal Beamforming.
JO - CoRR
VL - abs/2112.02260
PY - 2021//
UR - https://arxiv.org/abs/2112.02260
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2112-02285
AU - Ren, Shuyi
AU - Shen, Kaiming
AU - Zhang, Yaowen
AU - Li, Xin
AU - Chen, Xin
AU - Luo, Zhi-Quan
TI - Configuring Intelligent Reflecting Surface with Performance Guarantees: Blind Beamforming.
JO - CoRR
VL - abs/2112.02285
PY - 2021//
UR - https://arxiv.org/abs/2112.02285
ER -
TY - JOUR
ID - DBLP:journals/mor/SunLY20
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
AU - Ye, Yinyu
TI - On the Efficiency of Random Permutation for ADMM and Coordinate Descent.
JO - Math. Oper. Res.
VL - 45
IS - 1
SP - 233
EP - 271
PY - 2020//
DO - 10.1287/MOOR.2019.0990
UR - https://doi.org/10.1287/moor.2019.0990
ER -
TY - JOUR
ID - DBLP:journals/mor/HongCWRML20
AU - Hong, Mingyi
AU - Chang, Tsung-Hui
AU - Wang, Xiangfeng
AU - Razaviyayn, Meisam
AU - Ma, Shiqian
AU - Luo, Zhi-Quan
TI - A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization.
JO - Math. Oper. Res.
VL - 45
IS - 3
SP - 833
EP - 861
PY - 2020//
DO - 10.1287/MOOR.2019.1010
UR - https://doi.org/10.1287/moor.2019.1010
ER -
TY - JOUR
ID - DBLP:journals/siamjo/ZhangL20
AU - Zhang, Jiawei
AU - Luo, Zhi-Quan
TI - A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization.
JO - SIAM J. Optim.
VL - 30
IS - 3
SP - 2272
EP - 2302
PY - 2020//
DO - 10.1137/19M1242276
UR - https://doi.org/10.1137/19M1242276
ER -
TY - JOUR
ID - DBLP:journals/tsp/YangPLO20
AU - Yang, Yang
AU - Pesavento, Marius
AU - Luo, Zhi-Quan
AU - Ottersten, Björn E.
TI - Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization.
JO - IEEE Trans. Signal Process.
VL - 68
SP - 947
EP - 961
PY - 2020//
DO - 10.1109/TSP.2019.2959240
UR - https://doi.org/10.1109/TSP.2019.2959240
ER -
TY - JOUR
ID - DBLP:journals/tsp/HuangVL20
AU - Huang, Yongwei
AU - Vorobyov, Sergiy A.
AU - Luo, Zhi-Quan
TI - Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model.
JO - IEEE Trans. Signal Process.
VL - 68
SP - 2244
EP - 2255
PY - 2020//
DO - 10.1109/TSP.2020.2981208
UR - https://doi.org/10.1109/TSP.2020.2981208
ER -
TY - JOUR
ID - DBLP:journals/tsp/YinPCTLZ20
AU - Yin, Feng
AU - Pan, Lishuo
AU - Chen, Tianshi
AU - Theodoridis, Sergios
AU - Luo, Zhi-Quan Tom
AU - Zoubir, Abdelhak M.
TI - Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series.
JO - IEEE Trans. Signal Process.
VL - 68
SP - 5260
EP - 5275
PY - 2020//
DO - 10.1109/TSP.2020.3023008
UR - https://doi.org/10.1109/TSP.2020.3023008
UR - https://www.wikidata.org/entity/Q118322388
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ReyhanianFML20
AU - Reyhanian, Navid
AU - Farmanbar, Hamid
AU - Mohajer, Soheil
AU - Luo, Zhi-Quan
TI - Joint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing.
BT - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020
SP - 4990
EP - 4994
PY - 2020//
DO - 10.1109/ICASSP40776.2020.9054706
UR - https://doi.org/10.1109/ICASSP40776.2020.9054706
ER -
TY - CPAPER
ID - DBLP:conf/icassp/ZhangGCL20
AU - Zhang, Jiawei
AU - Ge, Songyang
AU - Chang, Tsung-Hui
AU - Luo, Zhi-Quan
TI - A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.
BT - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020
SP - 5740
EP - 5744
PY - 2020//
DO - 10.1109/ICASSP40776.2020.9054236
UR - https://doi.org/10.1109/ICASSP40776.2020.9054236
ER -
TY - CPAPER
ID - DBLP:conf/icassp/PuZXZL20
AU - Pu, Wenqiang
AU - Zan, Peng
AU - Xiao, Jinjun
AU - Zhang, Tao
AU - Luo, Zhi-Quan
TI - Evaluation of Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Approach for Hearing Devices with Attention Switching.
BT - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020
SP - 8728
EP - 8732
PY - 2020//
DO - 10.1109/ICASSP40776.2020.9054592
UR - https://doi.org/10.1109/ICASSP40776.2020.9054592
ER -
TY - CPAPER
ID - DBLP:conf/ieeesam/CaoPZL20
AU - Cao, Tianyu
AU - Pu, Wenqiang
AU - Zhang, Pengyu
AU - Luo, Zhi-Quan
TI - Beam Pattern Synthesis for Conformal Array with Sidelobe and Polarization Control: A Penalized Inequality Approach.
BT - 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2020, Hangzhou, China, June 8-11, 2020
SP - 1
EP - 5
PY - 2020//
DO - 10.1109/SAM48682.2020.9104390
UR - https://doi.org/10.1109/SAM48682.2020.9104390
ER -
TY - CPAPER
ID - DBLP:conf/nips/ZhangX0L20
AU - Zhang, Jiawei
AU - Xiao, Peijun
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems.
BT - Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.
PY - 2020//
UR - https://proceedings.neurips.cc/paper/2020/hash/52aaa62e71f829d41d74892a18a11d59-Abstract.html
ER -
TY - CPAPER
ID - DBLP:conf/spawc/ChenLDL20
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Domenico, Antonio De
AU - Luo, Zhi-Quan
TI - Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency.
BT - 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Atlanta, GA, USA, May 26-29, 2020
SP - 1
EP - 5
PY - 2020//
DO - 10.1109/SPAWC48557.2020.9154330
UR - https://doi.org/10.1109/SPAWC48557.2020.9154330
ER -
TY - CPAPER
ID - DBLP:conf/spawc/ReyhanianFL20
AU - Reyhanian, Navid
AU - Farmanbar, Hamid
AU - Luo, Zhi-Quan
TI - Resource Reservation in Backhaul and Radio Access Network with Uncertain User Demands.
BT - 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Atlanta, GA, USA, May 26-29, 2020
SP - 1
EP - 5
PY - 2020//
DO - 10.1109/SPAWC48557.2020.9154281
UR - https://doi.org/10.1109/SPAWC48557.2020.9154281
ER -
TY - CPAPER
ID - DBLP:conf/spawc/ReyhanianFML20
AU - Reyhanian, Navid
AU - Farmanbar, Hamid
AU - Mohajer, Soheil
AU - Luo, Zhi-Quan
TI - Resource Provisioning for Virtual Network Function Deployment with In-Subnetwork Processing.
BT - 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Atlanta, GA, USA, May 26-29, 2020
SP - 1
EP - 5
PY - 2020//
DO - 10.1109/SPAWC48557.2020.9154287
UR - https://doi.org/10.1109/SPAWC48557.2020.9154287
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2002-07380
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Domenico, Antonio De
AU - Luo, Zhi-Quan
TI - Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency.
JO - CoRR
VL - abs/2002.07380
PY - 2020//
UR - https://arxiv.org/abs/2002.07380
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2006-04097
AU - Wang, Zhiguo
AU - Yang, Liusha
AU - Yin, Feng
AU - Lin, Ke
AU - Shi, Qingjiang
AU - Luo, Zhi-Quan
TI - Optimally Combining Classifiers for Semi-Supervised Learning.
JO - CoRR
VL - abs/2006.04097
PY - 2020//
UR - https://arxiv.org/abs/2006.04097
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2006-13019
AU - Chen, Weikun
AU - Liu, Ya-Feng
AU - Domenico, Antonio De
AU - Luo, Zhi-Quan
AU - Dai, Yu-Hong
TI - Optimal Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency.
JO - CoRR
VL - abs/2006.13019
PY - 2020//
UR - https://arxiv.org/abs/2006.13019
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2010-15768
AU - Zhang, Jiawei
AU - Xiao, Peijun
AU - Sun, Ruoyu
AU - Luo, Zhi-Quan
TI - A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems.
JO - CoRR
VL - abs/2010.15768
PY - 2020//
UR - https://arxiv.org/abs/2010.15768
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2011-00903
AU - Yuan, Yi
AU - Zheng, Gan
AU - Wong, Kai-Kit
AU - Ottersten, Björn E.
AU - Luo, Zhi-Quan
TI - Transfer Learning and Meta Learning Based Fast Downlink Beamforming Adaptation.
JO - CoRR
VL - abs/2011.00903
PY - 2020//
UR - https://arxiv.org/abs/2011.00903
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2011-05082
AU - Wang, Zhiguo
AU - Zhang, Jiawei
AU - Chang, Tsung-Hui
AU - Li, Jian
AU - Luo, Zhi-Quan
TI - Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems.
JO - CoRR
VL - abs/2011.05082
PY - 2020//
UR - https://arxiv.org/abs/2011.05082
ER -
TY - JOUR
ID - DBLP:journals/jota/MoehleSLB19
AU - Moehle, Nicholas
AU - Shen, Xinyue
AU - Luo, Zhi-Quan
AU - Boyd, Stephen P.
TI - A Distributed Method for Optimal Capacity Reservation.
JO - J. Optim. Theory Appl.
VL - 182
IS - 3
SP - 1130
EP - 1149
PY - 2019//
DO - 10.1007/S10957-019-01528-5
UR - https://doi.org/10.1007/s10957-019-01528-5
ER -
TY - JOUR
ID - DBLP:journals/mor/ZhaoJL19
AU - Zhao, Yun-Bin
AU - Jiang, Houyuan
AU - Luo, Zhi-Quan
TI - Weak Stability of