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Qiaosheng Zhang 0002
Person information
- affiliation: Shanghai Artificial Intelligence Laboratory, China
- affiliation: Shanghai Innovation Institute, China
- affiliation (2019 - 2022): National University of Singapore, Department of ECE, Singapore
- affiliation (PhD 2019): Chinese University of Hong Kong, Department of Information Engineering, Hong Kong
Other persons with the same name
- Qiaosheng Zhang — disambiguation page
- Qiaosheng Zhang 0001
— New York University School of Medicine, NY, USA (and 2 more)
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2020 – today
- 2026
[j19]Yexin Zhang, Zhongtian Ma, Qiaosheng Zhang, Zhen Wang
, Xuelong Li:
Community detection in the multi-view stochastic block model. Neurocomputing 675: 132922 (2026)
[j18]Yexin Zhang, Zhongtian Ma, Qiaosheng Zhang
, Zhen Wang:
Private community detection in the weighted stochastic block model. Neurocomputing 697: 134153 (2026)
[j17]Ting Xiao, Jiakun Zheng, Rushuai Yang, Kang Xu
, Qiaosheng Zhang
, Peng Liu, Zhe Wang
, Chenjia Bai
:
Unsupervised Skill Discovery Through Skill Regions Differentiation. IEEE Trans. Neural Networks Learn. Syst. 37(2): 907-921 (2026)
[c21]Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu:
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. AAAI 2026: 20083-20091
[c20]Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu:
Adaptive Theory of Mind for LLM-based Multi-Agent Coordination. AAAI 2026: 29608-29616
[c19]Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Qiaosheng Zhang, Shuyue Hu:
ICL-Router: In-Context Learned Model Representations for LLM Routing. AAAI 2026: 33413-33421
[c18]Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu:
The Avengers: A Routing Recipe for Collective Intelligence in Language Models. AAAI 2026: 34870-34878
[c17]Zhiyao Cui, Chenxu Wang, Shuyue Hu, Yiqun Zhang, Wenqi Shao, Qiaosheng Zhang, Zhen Wang:
Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation. ACL (Findings) 2026: 30470-30490
[c16]Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu:
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing. ACL (Findings) 2026: 37733-37754
[i31]Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu:
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing. CoRR abs/2601.07206 (2026)
[i30]Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu:
Adaptive Theory of Mind for LLM-based Multi-Agent Coordination. CoRR abs/2603.16264 (2026)
[i29]Jiajia Li, Xiaoyu Wen
, Zhongtian Ma, Shuyue Hu, Qiaosheng Zhang, Zhen Wang:
Disentangling Intent from Role: Adversarial Self-Play for Persona-Invariant Safety Alignment. CoRR abs/2605.01899 (2026)
[i28]Zhiyao Cui, Chenxu Wang, Shuyue Hu, Yiqun Zhang, Wenqi Shao, Qiaosheng Zhang, Zhen Wang:
Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation. CoRR abs/2605.26451 (2026)- 2025
[j16]Qiaosheng Zhang
, Chenjia Bai
, Shuyue Hu, Zhen Wang, Xuelong Li:
Provably efficient information-directed sampling algorithms for multi-agent reinforcement learning. Artif. Intell. 348: 104392 (2025)
[j15]Mayank Bakshi
, Swanand Kadhe
, Qiaosheng Eric Zhang
, Sidharth Jaggi
, Alex Sprintson
:
Optimal Information Security Against Limited-View Adversaries: The Benefits of Causality and Feedback. IEEE Trans. Commun. 73(8): 5908-5919 (2025)
[j14]Han Qi
, Haochen Yang
, Qiaosheng Zhang
, Zhuoran Yang:
Sample-Efficient Reinforcement Learning From Human Feedback via Information-Directed Sampling. IEEE Trans. Inf. Theory 71(10): 7942-7958 (2025)
[c15]Chenjia Bai, Yang Zhang, Shuang Qiu, Qiaosheng Zhang, Kang Xu, Xuelong Li:
Online Preference Alignment for Language Models via Count-based Exploration. ICLR 2025
[c14]Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang:
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models. ICML 2025
[i27]Chenjia Bai, Yang Zhang, Shuang Qiu, Qiaosheng Zhang, Kang Xu, Xuelong Li:
Online Preference Alignment for Language Models via Count-based Exploration. CoRR abs/2501.12735 (2025)
[i26]Han Qi, Fei Guo, Li Zhu, Qiaosheng Zhang, Xuelong Li:
Graph Feedback Bandits on Similar Arms: With and Without Graph Structures. CoRR abs/2501.14314 (2025)
[i25]Hangfan Zhang, Zhiyao Cui
, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu:
If Multi-Agent Debate is the Answer, What is the Question? CoRR abs/2502.08788 (2025)
[i24]Jianhao Chen
, Zishuo Xun, Bocheng Zhou, Han Qi, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Wanli Ouyang, Shuyue Hu:
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. CoRR abs/2504.00762 (2025)
[i23]Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Xu Jia, Lei Bai, Wanli Ouyang, Shuyue Hu:
The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants. CoRR abs/2505.19797 (2025)
[i22]Ting Xiao, Jiakun Zheng, Rushuai Yang, Kang Xu, Qiaosheng Zhang, Peng Liu, Chenjia Bai:
Unsupervised Skill Discovery through Skill Regions Differentiation. CoRR abs/2506.14420 (2025)
[i21]Xin Wang, Zhiyao Cui
, Hao Li, Ya Zeng, Chenxu Wang, Ruiqi Song, Yihang Chen, Kun Shao, Qiaosheng Zhang, Jinzhuo Liu, Siyue Ren, Shuyue Hu, Zhen Wang:
PerPilot: Personalizing VLM-based Mobile Agents via Memory and Exploration. CoRR abs/2508.18040 (2025)
[i20]Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu:
The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback. CoRR abs/2510.02752 (2025)
[i19]Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen
, Ping Jian, Peng Ye, Qiaosheng Zhang, Shuyue Hu:
ICL-Router: In-Context Learned Model Representations for LLM Routing. CoRR abs/2510.09719 (2025)- 2024
[j13]Changhong Wang
, Xudong Yu, Chenjia Bai, Qiaosheng Zhang, Zhen Wang:
Ensemble successor representations for task generalization in offline-to-online reinforcement learning. Sci. China Inf. Sci. 67(7) (2024)
[j12]Xiaopeng Ji
, Ruizhi Zhu
, Qiaosheng Eric Zhang
, Chunguo Li
, Daming Cao
:
Enhancing Covert Communication in OOK Schemes by Phase Deflection. IEEE Trans. Inf. Forensics Secur. 19: 9775-9788 (2024)
[c13]Chenjie Mao, Qiaosheng Zhang, Zhen Wang, Xuelong Li:
On the Role of General Function Approximation in Offline Reinforcement Learning. ICLR 2024
[c12]Chenjia Bai, Rushuai Yang, Qiaosheng Zhang, Kang Xu, Yi Chen, Ting Xiao, Xuelong Li:
Constrained Ensemble Exploration for Unsupervised Skill Discovery. ICML 2024: 2418-2442
[c11]Zhongtian Ma, Qiaosheng Zhang, Zhen Wang:
Matrix Completion With Hypergraphs: Sharp Thresholds and Efficient Algorithms. LoG 2024: 34
[i18]Zhongtian Ma, Qiaosheng Zhang, Zhen Wang:
Matrix Completion with Hypergraphs: Sharp Thresholds and Efficient Algorithms. CoRR abs/2401.08197 (2024)
[i17]Yexin Zhang, Zhongtian Ma, Qiaosheng Zhang, Zhen Wang, Xuelong Li:
Community Detection in the Multi-View Stochastic Block Model. CoRR abs/2401.09510 (2024)
[i16]Qiaosheng Zhang, Chenjia Bai, Shuyue Hu, Zhen Wang, Xuelong Li:
Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning. CoRR abs/2404.19292 (2024)
[i15]Changhong Wang, Xudong Yu, Chenjia Bai, Qiaosheng Zhang, Zhen Wang:
Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning. CoRR abs/2405.07223 (2024)
[i14]Chenjia Bai, Rushuai Yang, Qiaosheng Zhang, Kang Xu, Yi Chen, Ting Xiao, Xuelong Li:
Constrained Ensemble Exploration for Unsupervised Skill Discovery. CoRR abs/2405.16030 (2024)
[i13]Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang:
Understanding When and Why Graph Attention Mechanisms Work via Node Classification. CoRR abs/2412.15496 (2024)- 2023
[j11]Qiaosheng Eric Zhang
, Swanand Kadhe
, Mayank Bakshi
, Sidharth Jaggi
, Alex Sprintson
:
Optimal Information Security Against Limited-View Adversaries: Beyond MDS Codes. IEEE Trans. Commun. 71(12): 7206-7217 (2023)
[j10]Sen Qiao
, Daming Cao
, Qiaosheng Eric Zhang
, Yinfei Xu
, Guangjie Liu
:
Covert Communication Gains From Adversary's Uncertainty of Phase Angles. IEEE Trans. Inf. Forensics Secur. 18: 2899-2912 (2023)
[j9]Qiaosheng Eric Zhang
, Vincent Y. F. Tan
:
Exact Recovery in the General Hypergraph Stochastic Block Model. IEEE Trans. Inf. Theory 69(1): 453-471 (2023)
[j8]Qiaosheng Eric Zhang
, Vincent Y. F. Tan
:
Covert Communication With Mismatched Decoders. IEEE Trans. Inf. Theory 69(7): 4163-4177 (2023)- 2022
[j7]Qiaosheng Eric Zhang
, Geewon Suh, Changho Suh
, Vincent Y. F. Tan
:
Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 70: 2681-2697 (2022)
[c10]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Communication with Mismatched Decoders. ISIT 2022: 312-317
[i12]Sen Qiao, Daming Cao, Qiaosheng Eric Zhang, Yinfei Xu, Guangjie Liu:
Covert Communication Gains from Adversary's Uncertainty of Phase Angles. CoRR abs/2210.05084 (2022)- 2021
[j6]Qiaosheng Eric Zhang
, Vincent Y. F. Tan
:
Covert Identification Over Binary-Input Discrete Memoryless Channels. IEEE Trans. Inf. Theory 67(8): 5387-5403 (2021)
[j5]Qiaosheng Eric Zhang
, Mayank Bakshi
, Sidharth Jaggi
:
Covert Communication Over Adversarially Jammed Channels. IEEE Trans. Inf. Theory 67(9): 6096-6121 (2021)
[j4]Haiyun He
, Qiaosheng Eric Zhang
, Vincent Y. F. Tan
:
Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes. IEEE Trans. Inf. Theory 67(10): 6758-6784 (2021)
[j3]Qiaosheng Eric Zhang
, Vincent Y. F. Tan, Changho Suh
:
Community Detection and Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 69: 917-931 (2021)
[i11]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Exact Recovery in the General Hypergraph Stochastic Block Model. CoRR abs/2105.04770 (2021)
[i10]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Communication With Mismatched Decoders. CoRR abs/2111.05665 (2021)- 2020
[j2]Jianhan Song
, Qiaosheng Eric Zhang
, Swanand Kadhe
, Mayank Bakshi
, Sidharth Jaggi
:
Stealthy Communication Over Adversarially Jammed Multipath Networks. IEEE Trans. Commun. 68(12): 7473-7484 (2020)
[j1]Qiaosheng Eric Zhang
, Mayank Bakshi
, Sidharth Jaggi:
Covert Communication With Polynomial Computational Complexity. IEEE Trans. Inf. Theory 66(3): 1354-1384 (2020)
[c9]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
:
Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. ISIT 2020: 2480-2485
[c8]Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. ISITA 2020: 582-586
[i9]Qiaosheng Eric Zhang, Matthieu R. Bloch, Mayank Bakshi, Sidharth Jaggi:
Undetectable Radios: Covert Communication under Spectral Mask Constraints. CoRR abs/2001.01201 (2020)
[i8]Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. CoRR abs/2003.06511 (2020)
[i7]Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan:
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs. CoRR abs/2006.04373 (2020)
[i6]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Identification over Binary-Input Memoryless Channels. CoRR abs/2007.13333 (2020)
2010 – 2019
- 2019
[c7]Qiaosheng Eric Zhang
, Matthieu R. Bloch, Mayank Bakshi, Sidharth Jaggi:
Undetectable Radios: Covert Communication under Spectral Mask Constraints. ISIT 2019: 992-996
[i5]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Community Detection and Matrix Completion with Two-Sided Graph Side-Information. CoRR abs/1912.04099 (2019)- 2018
[c6]Jianhan Song, Qiaosheng Eric Zhang
, Mayank Bakshi, Sidharth Jaggi, Swanand Kadhe
:
Multipath Stealth Communication with Jammers. ISIT 2018: 761-765
[c5]Qiaosheng Eric Zhang
, Mayank Bakshi, Sidharth Jaggi
:
Covert Communication over Adversarially Jammed Channels. ITW 2018: 1-5
[i4]Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi:
Covert Communication over Adversarially Jammed Channels. CoRR abs/1805.02426 (2018)
[i3]Jianhan Song, Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi:
Multipath Stealth Communication with Jammers. CoRR abs/1805.03095 (2018)- 2016
[c4]Qiaosheng Eric Zhang
, Mayank Bakshi
, Sidharth Jaggi:
Computationally efficient deniable communication. ISIT 2016: 2234-2238
[i2]Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi:
Computationally Efficient Deniable Communication. CoRR abs/1607.02014 (2016)- 2015
[c3]Swanand Kadhe
, Alex Sprintson, Qiaosheng Eric Zhang
, Mayank Bakshi
, Sidharth Jaggi:
Reliable and secure communication over adversarial multipath networks: A survey. ICICS 2015: 1-5
[c2]Qiaosheng Eric Zhang
, Swanand Kadhe
, Mayank Bakshi
, Sidharth Jaggi, Alex Sprintson:
Coding against a limited-view adversary: The effect of causality and feedback. ISIT 2015: 2530-2534
[c1]Qiaosheng Eric Zhang
, Swanand Kadhe
, Mayank Bakshi
, Sidharth Jaggi
, Alex Sprintson:
Talking reliably, secretly, and efficiently: A "complete" characterization. ITW 2015: 1-5
[i1]Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson:
Coding against a Limited-view Adversary: The Effect of Causality and Feedback. CoRR abs/1504.05984 (2015)
Coauthor Index

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