Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces. - Haotian Fu; Hongyao Tang; Jianye Hao; Zihan Lei; Yingfeng Chen; Changjie Fan (IJCAI, 2019)

Efficient meta reinforcement learning via meta goal generation. - Haotian Fu; Hongyao Tang; Jianye Hao (CoRR, 2019)

MGHRL: Meta Goal-Generation for Hierarchical Reinforcement Learning. - Haotian Fu; Hongyao Tang; Jianye Hao; Wulong Liu; Chen Chen 077 (DAI, 2020)

Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning. - Haotian Fu; Hongyao Tang; Jianye Hao; Chen Chen 077; Xidong Feng; Dong Li 016; Wulong Liu (AAAI, 2021)

Solving Non-Homogeneous Linear Ordinary Differential Equations Using Memristor-Capacitor Circuit. - Haotian Fu; Qinghui Hong; Chunhua Wang 001; Jingru Sun; Ya Li (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Model-based Lifelong Reinforcement Learning with Bayesian Exploration. - Haotian Fu; Shangqun Yu; Michael Littman 002; George Konidaris 001 (NeurIPS, 2022)

Meta-Learning Transferable Parameterized Skills. - Haotian Fu; Shangqun Yu; Saket Tiwari; George Dimitri Konidaris; Michael Littman 002 (CoRR, 2022)

Adaptive Processing for Video Streaming with Energy Constraint: A Multi-Agent Reinforcement Learning Method. - Hongze Liu; Haotian Fu; Shijing Yuan; Chentao Wu; Yuan Luo 003; Jie Li 002 (GLOBECOM, 2023)

Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs. - Haotian Fu; Jiayu Yao; Omer Gottesman; Finale Doshi-Velez; George Konidaris 001 (ICLR, 2023)

Meta-learning Parameterized Skills. - Haotian Fu; Shangqun Yu; Saket Tiwari; Michael Littman 002; George Konidaris 001 (ICML, 2023)

TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras. - Hongwei Ren; Yue Zhou 010; Haotian Fu; Yulong Huang; Renjing Xu; Bojun Cheng (ACM Multimedia, 2023)

TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras. - Hongwei Ren; Yue Zhou; Haotian Fu; Yulong Huang; Renjing Xu; Bojun Cheng (CoRR, 2023)

A domain-agnostic approach for characterization of lifelong learning systems. - Megan M. Baker; Alexander New; Mario Aguilar-Simon; Ziad Al-Halah; Sébastien M. R. Arnold; Eseoghene Ben-Iwhiwhu; Andrew P. Brna; Ethan Brooks; Ryan C. Brown; Zachary Daniels; Anurag Reddy Daram; Fabien Delattre; et al. (Neural Networks, 2023)

In-Memory Computing Circuit Implementation of Complex-Valued Hopfield Neural Network for Efficient Portrait Restoration. - Qinghui Hong; Haotian Fu; Yiyang Liu 005; Jiliang Zhang 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

A Simple and Effective Point-Based Network for Event Camera 6-DOFs Pose Relocalization. - Hongwei Ren; Jiadong Zhu; Yue Zhou; Haotian Fu; Yulong Huang; Bojun Cheng (CVPR, 2024)

EPO: Hierarchical LLM Agents with Environment Preference Optimization. - Qi Zhao; Haotian Fu; Chen Sun; George Konidaris 001 (EMNLP, 2024)

SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition. - Hongwei Ren; Yue Zhou; Xiaopeng Lin; Yulong Huang; Haotian Fu; Jie Song; Bojun Cheng (ICLR, 2024)

Language-guided Skill Learning with Temporal Variational Inference. - Haotian Fu; Pratyusha Sharma; Elias Stengel-Eskin; George Konidaris 001; Nicolas Le Roux; Marc-Alexandre Côté; Xingdi Yuan (ICML, 2024)

CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks. - Yulong Huang; Xiaopeng Lin; Hongwei Ren; Haotian Fu; Yue Zhou; Zunchang Liu; Biao Pan; Bojun Cheng (ICML, 2024)

Model-based Reinforcement Learning for Parameterized Action Spaces. - Renhao Zhang; Haotian Fu; Yilin Miao; George Konidaris 001 (ICML, 2024)

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba. - Hongwei Ren; Yue Zhou 010; Jiadong Zhu; Haotian Fu; Yulong Huang; Xiaopeng Lin; Yuetong Fang; Fei Ma 006; Hao Yu 001; Bojun Cheng (CoRR, 2024)

PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks. - Yulong Huang; Zunchang Liu; Changchun Feng; Xiaopeng Lin; Hongwei Ren; Haotian Fu; Yue Zhou; Hong Xing; Bojun Cheng (CoRR, 2024)

Natural Language Reinforcement Learning. - Xidong Feng; Ziyu Wan; Haotian Fu; Bo Liu 039; Mengyue Yang; Girish A. Koushik; Zhiyuan Hu; Ying Wen 001; Jun Wang 012 (CoRR, 2024)

Event-based Motion Deblurring via Multi-Temporal Granularity Fusion. - Xiaopeng Lin; Hongwei Ren; Yulong Huang; Zunchang Liu; Yue Zhou; Haotian Fu; Biao Pan; Bojun Cheng (CoRR, 2024)

Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks. - Haotian Fu; Peng Zhang; Song Yang; Herui Zhang; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Frequency-aware Event Cloud Network. - Hongwei Ren; Fei Ma 006; Xiaopeng Lin; Yuetong Fang; Hongxiang Huang; Yulong Huang; Yue Zhou 010; Haotian Fu; Ziyi Yang; Fei Richard Yu; Bojun Cheng (CoRR, 2024)

DS-CIM: A 40nm Asynchronous Dual-Spike Driven, MRAM Compute-In-Memory Macro for Spiking Neural Network. - Haotian Fu; Yulong Huang; Tingran Chen; Chenyi Fu; Hongwei Ren; Yue Zhou 010; Shouzhong Peng; Zhirui Zong; Biao Pan; Bojun Cheng (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

PipeCIM: A High-Throughput Computing-In-Memory Microprocessor With Nested Pipeline and RISC-V Extended Instructions. - Tingran Chen; Wenjia Wang; Jiaqi Chen; Haotian Fu; Wente Yi; Bojun Cheng; He Zhang 011; Biao Pan (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring. - Xiaopeng Lin; Yulong Huang; Hongwei Ren; Zunchang Liu; Yue Zhou; Haotian Fu; Bojun Cheng (CoRR, 2025)

Knowledge Retention for Continual Model-Based Reinforcement Learning. - Yixiang Sun; Haotian Fu; Michael L. Littman; George Dimitri Konidaris (CoRR, 2025)

Spiking Neural Network for Intra-cortical Brain Signal Decoding. - Song Yang; Haotian Fu; Herui Zhang; Peng Zhang; Wei Li; Dongrui Wu (CoRR, 2025)

Rethinking Efficient and Effective Point-Based Networks for Event Camera Classification and Regression. - Hongwei Ren; Yue Zhou 010; Jiadong Zhu; Xiaopeng Lin; Haotian Fu; Yulong Huang; Yuetong Fang; Fei Ma 006; Hao Yu 001; Bojun Cheng (IEEE Trans. Pattern Anal. Mach. Intell., 2025)