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2020 – today
- 2026
[c8]Yu Liu, Yanbing Liu, Fangfang Yuan, Cong Cao, Youbang Sun, Kun Peng, Weizhuo Chen, Jianjun Li, Zhiyuan Ma:
OPERA: A Reinforcement Learning-Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval. AAAI 2026: 32258-32266- 2025
- [c7]Ermo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Youbang Sun, Yuchen Fan, Xuekai Zhu, Biqing Qi, Ning Ding, Bowen Zhou:
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization. ICML 2025 - [i24]Xingtai Lv, Youbang Sun, Kaiyan Zhang, Shang Qu, Xuekai Zhu, Yuchen Fan, Yi Wu, Ermo Hua, Xinwei Long, Ning Ding, Bowen Zhou:
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models. CoRR abs/2503.11224 (2025) - [i23]Yuxin Zuo, Kaiyan Zhang, Shang Qu, Li Sheng, Xuekai Zhu, Biqing Qi, Youbang Sun, Ganqu Cui, Ning Ding, Bowen Zhou:
TTRL: Test-Time Reinforcement Learning. CoRR abs/2504.16084 (2025) - [i22]Shang Qu, Ning Ding, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou:
Automating Exploratory Multiomics Research via Language Models. CoRR abs/2506.07591 (2025) - [i21]Yu Liu, Yanbing Liu, Fangfang Yuan, Cong Cao, Youbang Sun, Kun Peng, Weizhuo Chen, Jianjun Li, Zhiyuan Ma:
OPERA: A Reinforcement Learning-Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval. CoRR abs/2508.16438 (2025) - [i20]Xingtai Lv, Yuxin Zuo, Youbang Sun, Hongyi Liu, Yuntian Wei, Zhekai Chen, Lixuan He, Xuekai Zhu, Kaiyan Zhang, Bingning Wang, Ning Ding, Bowen Zhou:
Towards a Unified View of Large Language Model Post-Training. CoRR abs/2509.04419 (2025) - [i19]Youbang Sun, Xiang Wang, Jie Fu, Chaochao Lu, Bowen Zhou:
R2AI: Towards Resistant and Resilient AI in an Evolving World. CoRR abs/2509.06786 (2025) - [i18]Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che Jiang, Yuchen Fan, Kai Tian, Guoli Jia, Pengfei Li, Yu Fu, Xingtai Lv, Yuchen Zhang, Sihang Zeng, Shang Qu, Haozhan Li, Shijie Wang, Yuru Wang, Xinwei Long, Fangfu Liu, Xiang Xu, Jiaze Ma, Xuekai Zhu, Ermo Hua, Yihao Liu, Zonglin Li, Huayu Chen, Xiaoye Qu, Yafu Li, Weize Chen, Zhenzhao Yuan, Junqi Gao, Dong Li, Zhiyuan Ma, Ganqu Cui, Zhiyuan Liu, Biqing Qi, Ning Ding, Bowen Zhou:
A Survey of Reinforcement Learning for Large Reasoning Models. CoRR abs/2509.08827 (2025) - [i17]Haozhan Li, Yuxin Zuo, Jiale Yu, Yuhao Zhang, Zhaohui Yang, Kaiyan Zhang, Xuekai Zhu, Yuchen Zhang, Tianxing Chen, Ganqu Cui, Dehui Wang, Dingxiang Luo, Yuchen Fan, Youbang Sun, Jia Zeng, Jiangmiao Pang, Shanghang Zhang, Yu Wang, Yao Mu, Bowen Zhou, Ning Ding:
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning. CoRR abs/2509.09674 (2025) - [i16]Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin:
FlowRL: Matching Reward Distributions for LLM Reasoning. CoRR abs/2509.15207 (2025) - [i15]Chenliang Li, Junyu Leng, Jiaxiang Li, Youbang Sun, Shixiang Chen, Shahin Shahrampour, Alfredo García:
ADARL: Adaptive Low-Rank Structures for Robust Policy Learning under Uncertainty. CoRR abs/2510.11899 (2025) - [i14]Xiangyu Hong, Che Jiang, Kai Tian, Biqing Qi, Youbang Sun, Ning Ding, Bowen Zhou:
DePass: Unified Feature Attributing by Simple Decomposed Forward Pass. CoRR abs/2510.18462 (2025) - [i13]Emre Sahinoglu, Youbang Sun, Shahin Shahrampour:
Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds. CoRR abs/2510.21468 (2025) - 2024
- [j4]Youbang Sun
, Tao Liu, P. R. Kumar, Shahin Shahrampour:
Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization. IEEE Control. Syst. Lett. 8: 1217-1222 (2024) - [j3]Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour:
Local Linear Convergence of Infeasible Optimization With Orthogonal Constraints. IEEE Control. Syst. Lett. 8: 2727-2732 (2024) - [c6]Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding:
Improving LoRA in Privacy-preserving Federated Learning. ICLR 2024 - [i12]Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding:
Improving LoRA in Privacy-preserving Federated Learning. CoRR abs/2403.12313 (2024) - [i11]Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour:
Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization. CoRR abs/2405.02769 (2024) - [i10]Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour:
Global Convergence of Decentralized Retraction-Free Optimization on the Stiefel Manifold. CoRR abs/2405.11590 (2024) - [i9]Ning Ding, Shang Qu, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou:
Automating Exploratory Proteomics Research via Language Models. CoRR abs/2411.03743 (2024) - [i8]Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour:
Local Linear Convergence of Infeasible Optimization with Orthogonal Constraints. CoRR abs/2412.05689 (2024) - [i7]Ermo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Ning Ding, Youbang Sun, Biqing Qi, Yuchen Fan, Xuekai Zhu, Bowen Zhou:
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization. CoRR abs/2412.17739 (2024) - 2023
- [j2]Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour:
On Centralized and Distributed Mirror Descent: Convergence Analysis Using Quadratic Constraints. IEEE Trans. Autom. Control. 68(5): 3139-3146 (2023) - [c5]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. ACC 2023: 867-872 - [c4]Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour:
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. NeurIPS 2023 - [i6]Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour:
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. CoRR abs/2310.09727 (2023) - 2022
- [i5]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. CoRR abs/2209.12307 (2022) - 2021
- [j1]Youbang Sun, Shahin Shahrampour:
Distributed Mirror Descent With Integral Feedback: Asymptotic Convergence Analysis of Continuous-Time Dynamics. IEEE Control. Syst. Lett. 5(5): 1507-1512 (2021) - [c3]Youbang Sun, Shahin Shahrampour:
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics. ACC 2021: 2242-2247 - [c2]Youbang Sun, Shahin Shahrampour:
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems. CDC 2021: 1683-1688 - [c1]Youbang Sun, Shahin Shahrampour:
Distributed Mirror Descent with Integral Feedback: Convergence Analysis from a Dynamical System Perspective. CISS 2021: 1 - [i4]Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour:
On Centralized and Distributed Mirror Descent: Exponential Convergence Analysis Using Quadratic Constraints. CoRR abs/2105.14385 (2021) - 2020
- [i3]Youbang Sun, Shahin Shahrampour:
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics. CoRR abs/2009.06747 (2020) - [i2]Youbang Sun, Shahin Shahrampour:
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems. CoRR abs/2011.12233 (2020)
2010 – 2019
- 2018
- [i1]Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu:
Can I trust you more? Model-Agnostic Hierarchical Explanations. CoRR abs/1812.04801 (2018)
Coauthor Index
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