Spike-based encoding and learning of spectrum features for robust sound recognition. - Rong Xiao 001; Huajin Tang; Pengjie Gu; Xiaoliang Xu (Neurocomputing, 2018)

STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks. - Pengjie Gu; Rong Xiao 001; Gang Pan 001; Huajin Tang (IJCAI, 2019)

Robust Multipitch Estimation of Piano Sounds Using Deep Spiking Neural Networks. - Hanxiao Qian; Pengjie Gu; Rui Yan 005; Huajin Tang (SSCI, 2019)

Deep Spiking Neural Network Using Spatio-temporal Backpropagation with Variable Resistance. - Xianglan Wen; Pengjie Gu; Rui Yan 005; Huajin Tang (IJCNN, 2020)

Online Ad Hoc Teamwork under Partial Observability. - Pengjie Gu; Mengchen Zhao; Jianye Hao; Bo An 001 (ICLR, 2022)

Learning Pseudometric-based Action Representations for Offline Reinforcement Learning. - Pengjie Gu; Mengchen Zhao; Chen Chen 077; Dong Li 016; Jianye Hao; Bo An 001 (ICML, 2022)

Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification. - Dong Xing; Pengjie Gu; Qian Zheng; Xinrun Wang; Shanqi Liu; Longtao Zheng; Bo An 001; Gang Pan 001 (ICML, 2023)

Offline RL with Discrete Proxy Representations for Generalizability in POMDPs. - Pengjie Gu; Xinyu Cai; Dong Xing; Xinrun Wang; Mengchen Zhao; Bo An 001 (NeurIPS, 2023)

Neuromorphic Auditory Perception by Neural Spiketrum. - Huajin Tang; Pengjie Gu; Jayawan H. B. Wijekoon; MHD Anas Alsakkal; Ziming Wang; Jiangrong Shen; Rui Yan 005 (CoRR, 2023)

Improving Unsupervised Hierarchical Representation With Reinforcement Learning. - Ruyi An; Yewen Li; Xu He; Pengjie Gu; Mengchen Zhao; Dong Li 016; Jianye Hao; Chaojie Wang 001; Bo An 001; Mingyuan Zhou (CVPR, 2024)

Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution. - Shanqi Liu; Dong Xing; Pengjie Gu; Xinrun Wang; Bo An 001; Yong Liu (ICLR, 2024)

Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree. - Lang Feng 002; Pengjie Gu; Bo An 001; Gang Pan 001 (ICML, 2024)

PoRank: A Practical Framework for Learning to Rank Policies. - Pengjie Gu; Mengchen Zhao; Xu He; Yi Cai; Bo An 001 (IJCAI, 2024)

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study. - Weihao Tan; Ziluo Ding; Wentao Zhang 007; Boyu Li 003; Bohan Zhou; Junpeng Yue; Haochong Xia; Jiechuan Jiang; Longtao Zheng; Xinrun Xu; Yifei Bi; Pengjie Gu; et al. (CoRR, 2024)

Neuromorphic Auditory Perception by Neural Spiketrum. - Huajin Tang; Pengjie Gu; Jayawan H. B. Wijekoon; MHD Anas Alsakkal; Ziming Wang; Jiangrong Shen; Rui Yan 005; Gang Pan 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)