Shaohui Peng

56 papers A* 21C 1Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
DA-Mamba: Learning Domain-Aware State Space Model for Global-Local Alignment in Domain Adaptive Object Detection.
CoRR
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Shaohui Peng, Yongwei Zhao, Ling Li
2026 A* conf
Efficient Diffusion Planning with Temporal Diffusion.
AAAI
Jiaming Guo, Rui Zhang, Zerun Li, Yunkai Gao, Shaohui Peng, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Ling Li
2026 J jnl
From apparent to real: A new path for real personality recognition in robot perception.
Pattern Recognit.
Yunjia Sun, Shaohui Peng, Tao Wang
2026 A* conf
QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation.
AAAI
Xinguo Zhu, Shaohui Peng, Jiaming Guo, Yunji Chen, Qi Guo, Yuanbo Wen, Hang Qin, Ruizhi Chen, Qirui Zhou, Ke Gao, Yanjun Wu, Chen Zhao, Ling Li
2026 A* conf
Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation.
AAAI
Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen
2026 J jnl
Segmental Advantage Estimation: Enhancing PPO for Long-Context LLM Training.
CoRR
Xue Gong, Qi Yi, Ziyuan Nan, Guanhua Huang, Kejiao Li, Yuhao Jiang, Ruibin Xiong, Zenan Xu, Jiaming Guo, Shaohui Peng, Bo Zhou
2025 A* conf
Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table.
ISCA
Tianbo Liu, Xinkai Song, Zhifei Yue, Rui Wen, Xing Hu, Zhuoran Song, Yuanbo Wen, Yifan Hao, Wei Li, Zidong Du, Rui Zhang, Jiaming Guo, Di Huang, Shaohui Peng, Guangzhong Sun, Qi Guo, Tianshi Chen
2025 J jnl
Code Driven Planning with Domain-Adaptive Critic.
CoRR
Zikang Tian, Shaohui Peng, Du Huang, Jiaming Guo, Ruizhi Chen, Rui Zhang, Xishan Zhang, Yuxuan Guo, Zidong Du, Qi Guo, Ling Li, Yewen Pu, Xing Hu, Yunji Chen
2025 J jnl
Efficient Diffusion Planning with Temporal Diffusion.
CoRR
Jiaming Guo, Rui Zhang, Zerun Li, Yunkai Gao, Shaohui Peng, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Ling Li
2025 J jnl
Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
TianYun Ma, Yuanbo Wen, Xinkai Song, Pengwei Jin, Di Huang, Husheng Han, Ziyuan Nan, Zhongkai Yu, Shaohui Peng, Yongwei Zhao, Huaping Chen, Zidong Du, Xing Hu, Qi Guo
2025 J jnl
Morphology generalizable reinforcement learning via multi-level graph features.
Neurocomputing
Yansong Pan, Rui Zhang, Jiaming Guo, Shaohui Peng, Fan Wu, Kaizhao Yuan, Yunkai Gao, Siming Lan, Ruizhi Chen, Ling Li, Xing Hu, Zidong Du, Zihao Zhang, Xin Zhang, Wei Li, Qi Guo, Yunji Chen
2025 — conf
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm.
ACL (Findings)
Qirui Zhou, Shaohui Peng, Weiqiang Xiong, Haixin Chen, Yuanbo Wen, Haochen Li, Ling Li, Qi Guo, Yongwei Zhao, Ke Gao, Ruizhi Chen, Yanjun Wu, Zhao Chen, Yunji Chen
2025 J jnl
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm.
CoRR
Qirui Zhou, Shaohui Peng, Weiqiang Xiong, Haixin Chen, Yuanbo Wen, Haochen Li, Ling Li, Qi Guo, Yongwei Zhao, Ke Gao, Ruizhi Chen, Yanjun Wu, Chen Zhao, Yunji Chen
2025 J jnl
QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation.
CoRR
Xinguo Zhu, Shaohui Peng, Jiaming Guo, Yunji Chen, Qi Guo, Yuanbo Wen, Hang Qin, Ruizhi Chen, Qirui Zhou, Ke Gao, Yanjun Wu, Chen Zhao, Ling Li
2025 J jnl
QiMeng-TensorOp: Automatically Generating High-Performance Tensor Operators with Hardware Primitives.
CoRR
Xuzhi Zhang, Shaohui Peng, Qirui Zhou, Yuanbo Wen, Qi Guo, Ruizhi Chen, Xinguo Zhu, Weiqiang Xiong, Haixin Chen, Congying Ma, Ke Gao, Chen Zhao, Yanjun Wu, Yunji Chen, Ling Li
2025 A* conf
QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives.
IJCAI
Xuzhi Zhang, Shaohui Peng, Qirui Zhou, Yuanbo Wen, Qi Guo, Ruizhi Chen, Xinguo Zhu, Weiqiang Xiong, Haixin Chen, Congying Ma, Ke Gao, Chen Zhao, Yanjun Wu, Yunji Chen, Ling Li
2025 J jnl
QiMeng: Fully Automated Hardware and Software Design for Processor Chip.
CoRR
Rui Zhang, Yuanbo Wen, Shuyao Cheng, Di Huang, Shaohui Peng, Jiaming Guo, Pengwei Jin, Jiacheng Zhao, Tianrui Ma, Yaoyu Zhu, Yifan Hao, Yongwei Zhao, Shengwen Liang, Ying Wang, Xing Hu, Zidong Du, Huimin Cui, Ling Li, Qi Guo, Yunji Chen
2025 J jnl
Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation.
CoRR
Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen
2025 A* conf
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection.
CVPR
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Shaohui Peng, Yongwei Zhao, Chen Zhao, Yanjun Wu, Ling Li
2024 J jnl
Assessing and Understanding Creativity in Large Language Models.
CoRR
Yunpu Zhao, Rui Zhang, Wenyi Li, Di Huang, Jiaming Guo, Shaohui Peng, Yifan Hao, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Ling Li, Yunji Chen
2024 A* conf
Emergent Communication for Numerical Concepts Generalization.
AAAI
Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2024 — conf
Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding.
ACL (1)
Huang Lei, Jiaming Guo, Guanhua He, Xishan Zhang, Rui Zhang, Shaohui Peng, Shaoli Liu, Tianshi Chen
2024 J jnl
Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding.
CoRR
Huang Lei, Jiaming Guo, Guanhua He, Xishan Zhang, Rui Zhang, Shaohui Peng, Shaoli Liu, Tianshi Chen
2024 A* conf
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning.
AAAI
Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
2024 J jnl
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification.
CoRR
Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
2024 A* conf
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning.
AAAI
Fan Wu, Rui Zhang, Qi Yi, Yunkai Gao, Jiaming Guo, Shaohui Peng, Siming Lan, Husheng Han, Yansong Pan, Kaizhao Yuan, Pengwei Jin, Ruizhi Chen, Yunji Chen, Ling Li
2024 A* conf
Prompt-based Visual Alignment for Zero-shot Policy Transfer.
ICML
Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, Qicheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2024 J jnl
Prompt-based Visual Alignment for Zero-shot Policy Transfer.
CoRR
Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, Qicheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2024 J jnl
World-Consistent Data Generation for Vision-and-Language Navigation.
CoRR
Yu Zhong, Rui Zhang, Zihao Zhang, Shuo Wang, Chuan Fang, Xishan Zhang, Jiaming Guo, Shaohui Peng, Di Huang, Yanyang Yan, Xing Hu, Ping Tan, Qi Guo
2023 J jnl
ANPL: Compiling Natural Programs with Interactive Decomposition.
CoRR
Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen
2023 A* conf
ANPL: Towards Natural Programming with Interactive Decomposition.
NeurIPS
Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen
2023 A* conf
Conceptual Reinforcement Learning for Language-Conditioned Tasks.
AAAI
Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2023 J jnl
Conceptual Reinforcement Learning for Language-Conditioned Tasks.
CoRR
Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2023 A* conf
Context Shift Reduction for Offline Meta-Reinforcement Learning.
NeurIPS
Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen
2023 J jnl
Context Shift Reduction for Offline Meta-Reinforcement Learning.
CoRR
Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen
2023 A* conf
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning.
NeurIPS
Siming Lan, Rui Zhang, Qi Yi, Jiaming Guo, Shaohui Peng, Yunkai Gao, Fan Wu, Ruizhi Chen, Zidong Du, Xing Hu, Xishan Zhang, Ling Li, Yunji Chen
2023 J jnl
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning.
CoRR
Siming Lan, Rui Zhang, Qi Yi, Jiaming Guo, Shaohui Peng, Yunkai Gao, Fan Wu, Ruizhi Chen, Zidong Du, Xing Hu, Xishan Zhang, Ling Li, Yunji Chen
2023 A* conf
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning.
NeurIPS
Zikang Tian, Ruizhi Chen, Xing Hu, Ling Li, Rui Zhang, Fan Wu, Shaohui Peng, Jiaming Guo, Zidong Du, Qi Guo, Yunji Chen
2023 A* conf
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression.
NeurIPS
Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
2023 J jnl
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression.
CoRR
Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
2023 A* conf
Emergent Communication for Rules Reasoning.
NeurIPS
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2023 J jnl
Emergent Communication for Rules Reasoning.
CoRR
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2023 J jnl
Learning controllable elements oriented representations for reinforcement learning.
Neurocomputing
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Ruizhi Chen, Ling Li, Yunji Chen
2023 A* conf
Online Prototype Alignment for Few-shot Policy Transfer.
ICML
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2023 J jnl
Online Prototype Alignment for Few-shot Policy Transfer.
CoRR
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2023 J jnl
Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning.
CoRR
Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
2022 A* conf
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning.
NeurIPS
Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2022 J jnl
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning.
CoRR
Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2022 A* conf
Object-Category Aware Reinforcement Learning.
NeurIPS
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2022 J jnl
Object-Category Aware Reinforcement Learning.
CoRR
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2022 J jnl
Tetris: A Heuristic Static Memory Management Framework for Uniform Memory Multicore Neural Network Accelerators.
J. Comput. Sci. Technol.
Xiaobing Chen, Hao Qi, Shaohui Peng, Yimin Zhuang, Tian Zhi, Yunji Chen
2021 J jnl
Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms.
CoRR
Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen
2021 A* conf
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment.
IJCAI
Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2021 J jnl
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment.
CoRR
Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2019 C conf
Deep Fusion: A Software Scheduling Method for Memory Access Optimization.
NPC
Yimin Zhuang, Shaohui Peng, Xiaobing Chen, Shengyuan Zhou, Tian Zhi, Wei Li, Shaoli Liu
2019 — conf
Partition and Scheduling Algorithms for Neural Network Accelerators.
APPT
Xiaobing Chen, Shaohui Peng, Luyang Jin, Yimin Zhuang, Jin Song, Weijian Du, Shaoli Liu, Tian Zhi