ML Anthology

Han, Dongqi

14 publications

ICML 2025 Habitizing Diffusion Planning for Efficient and Effective Decision Making Haofei Lu, Yifei Shen, Dongsheng Li, Junliang Xing, Dongqi Han
CVPR 2025 Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key Zhihe Yang, Xufang Luo, Dongqi Han, Yunjian Xu, Dongsheng Li
NeurIPS 2025 SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation Yimu Zhang, Dongqi Han, Yansen Wang, Zhenning Lv, Yu Gu, Dongsheng Li
NeurIPS 2025 Toward Relative Positional Encoding in Spiking Transformers Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
ICLR 2025 What Makes a Good Diffusion Planner for Decision Making? Haofei Lu, Dongqi Han, Yifei Shen, Dongsheng Li
ICLR 2024 Addressing Signal Delay in Deep Reinforcement Learning Wei Wang, Dongqi Han, Xufang Luo, Dongsheng Li
NeurIPS 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
ICML 2024 Efficient and Effective Time-Series Forecasting with Spiking Neural Networks Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
NeurIPS 2024 Understanding and Improving Training-Free Loss-Based Diffusion Guidance Yifei Shen, Xinyang Jiang, Yifan Yang, Yezhen Wang, Dongqi Han, Dongsheng Li
ICML 2023 CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
NeurIPSW 2023 Toward Open-Ended Embodied Tasks Solving Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li
ICLR 2022 Variational Oracle Guiding for Reinforcement Learning Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li
NeurIPS 2020 Lamina-Specific Neuronal Properties Promote Robust, Stable Signal Propagation in Feedforward Networks Dongqi Han, Erik De Schutter, Sungho Hong
ICLR 2020 Variational Recurrent Models for Solving Partially Observable Control Tasks Dongqi Han, Kenji Doya, Jun Tani