Qi Yi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 33

Top Topics

Variance Reduction

Reinforcement Learning

Top Venues

Publications

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
Prompt-based Visual Alignment for Zero-shot Policy Transfer. CoRR (2024)
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
Emergent Communication for Numerical Concepts Generalization. AAAI (2024)
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
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. AAAI (2024)
Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. AAAI (2024)
Jiaming Zhang, Jitao Sang, Qi Yi, Changsheng Xu
Introducing Foundation Models as Surrogate Models: Advancing Towards More Practical Adversarial Attacks. CoRR (2023)
Jiaming Zhang, Jitao Sang, Qi Yi, Yunfan Yang, Huiwen Dong, Jian Yu
ImageNet Pre-training Also Transfers Non-robustness. AAAI (2023)
Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. CoRR (2023)
Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. CoRR (2023)
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Ruizhi Chen, Ling Li, Yunji Chen
Learning controllable elements oriented representations for reinforcement learning. Neurocomputing 549 (2023)
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples. CVPR (2023)
Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI (2023)
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
Emergent Communication for Rules Reasoning. NeurIPS (2023)
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
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. NeurIPS (2023)
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
Context Shift Reduction for Offline Meta-Reinforcement Learning. CoRR (2023)
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
Context Shift Reduction for Offline Meta-Reinforcement Learning. NeurIPS (2023)
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
Online Prototype Alignment for Few-shot Policy Transfer. CoRR (2023)
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yugang Jiang, Yaowei Wang, Changsheng Xu
Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples. CoRR (2023)
Jiaming Zhang, Qi Yi, Dongyuan Lu, Jitao Sang
Low-mid adversarial perturbation against unauthorized face recognition system. Inf. Sci. 648 (2023)
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
Online Prototype Alignment for Few-shot Policy Transfer. ICML (2023)
Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. NeurIPS (2023)
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
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. CoRR (2023)
Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
Conceptual Reinforcement Learning for Language-Conditioned Tasks. CoRR (2023)
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
Emergent Communication for Rules Reasoning. CoRR (2023)
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
Object-Category Aware Reinforcement Learning. CoRR (2022)
Jiaming Zhang, Qi Yi, Jitao Sang
Towards Adversarial Attack on Vision-Language Pre-training Models. CoRR (2022)
Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. CoRR (2022)
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
Object-Category Aware Reinforcement Learning. NeurIPS (2022)
Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS (2022)
Jiaming Zhang, Qi Yi, Jitao Sang
Towards Adversarial Attack on Vision-Language Pre-training Models. ACM Multimedia (2022)
Jiaming Zhang, Qi Yi, Jitao Sang
JPEG Compression-Resistant Low-Mid Adversarial Perturbation against Unauthorized Face Recognition System. CoRR (2022)
Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. IJCAI (2021)
Jiaming Zhang, Jitao Sang, Qi Yi, Huiwen Dong, Jian Yu
Pre-training also Transfers Non-Robustness. CoRR (2021)
Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. CoRR (2021)