Adaptive Large Neighborhood Search for Circle Bin Packing Problem. - Kun He 001; Kevin Tole; Fei Ni 001; Yong Yuan; Linyun Liao (CoRR, 2020)

A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem. - Fei Ni 001; Jianye Hao; Jiawen Lu; Xialiang Tong; Mingxuan Yuan; Jiahui Duan; Yi Ma 005; Kun He 001 (KDD, 2021)

Adaptive large neighborhood search for solving the circle bin packing problem. - Kun He 001; Kevin Tole; Fei Ni 001; Yong Yuan; Linyun Liao (Comput. Oper. Res., 2021)

DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning. - Yao Mu 001; Yuzheng Zhuang; Fei Ni 001; Bin Wang 034; Jianyu Chen; Jianye Hao; Ping Luo 002 (NeurIPS, 2022)

Adaptive simulated annealing with greedy search for the circle bin packing problem. - Yong Yuan; Kevin Tole; Fei Ni 001; Kun He 001; Zhengda Xiong; Jinfa Liu (Comput. Oper. Res., 2022)

A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry. - Jiahui Duan; Xialiang Tong; Fei Ni 001; Zhenan He 001; Lei Chen 031; Mingxuan Yuan (CoRR, 2022)

Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning. - Yao Mu 001; Yuzheng Zhuang; Fei Ni 001; Bin Wang 034; Jianyu Chen; Jianye Hao; Ping Luo 002 (CoRR, 2022)

SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem. - Hebin Liang; Yi Ma 005; Zilin Cao; Tianyang Liu; Fei Ni 001; Zhigang Li; Jianye Hao (AAAI, 2023)

EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model. - Yifu Yuan; Jianye Hao; Fei Ni 001; Yao Mu 001; Yan Zheng 002; Yujing Hu; Jinyi Liu 002; Yingfeng Chen; Changjie Fan (ICLR, 2023)

AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners. - Zhixuan Liang; Yao Mu 001; Mingyu Ding; Fei Ni 001; Masayoshi Tomizuka; Ping Luo 002 (ICML, 2023)

MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL. - Fei Ni 001; Jianye Hao; Yao Mu 001; Yifu Yuan; Yan Zheng 002; Bin Wang 034; Zhixuan Liang (ICML, 2023)

Generate Subgoal Images Before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts. - Fei Ni 001; Jianye Hao; Shiguang Wu 001; Longxin Kou; Jiashun Liu; Yan Zheng 002; Bin Wang 034; Yuzheng Zhuang (CVPR, 2024)

AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model. - Zibin Dong; Yifu Yuan; Jianye Hao; Fei Ni 001; Yao Mu 001; Yan Zheng 002; Yujing Hu; Tangjie Lv; Changjie Fan; Zhipeng Hu (ICLR, 2024)

KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations. - Longxin Kou; Fei Ni 001; Yan Zheng 002; Jinyi Liu 002; Yifu Yuan; Zibin Dong; Jianye Hao (ICML, 2024)

DiffuserLite: Towards Real-time Diffusion Planning. - Zibin Dong; Jianye Hao; Yifu Yuan; Fei Ni 001; Yitian Wang; Pengyi Li 001; Yan Zheng 002 (NeurIPS, 2024)

CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making. - Zibin Dong; Yifu Yuan; Jianye Hao; Fei Ni 001; Yi Ma 005; Pengyi Li 001; Yan Zheng 002 (NeurIPS, 2024)

PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation. - Fei Ni 001; Jianye Hao; Shiguang Wu 001; Longxin Kou; Yifu Yuan; Zibin Dong; Jinyi Liu 002; Mingzhi Li; Yuzheng Zhuang; Yan Zheng 002 (NeurIPS, 2024)

Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models. - Jinyi Liu 002; Yifu Yuan; Jianye Hao; Fei Ni 001; Lingzhi Fu; Yibin Chen; Yan Zheng 002 (CoRR, 2024)

SheetAgent: A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. - Yibin Chen; Yifu Yuan; Zeyu Zhang; Yan Zheng 002; Jinyi Liu 002; Fei Ni 001; Jianye Hao (CoRR, 2024)

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis. - Yihang Xiao; Jinyi Liu 002; Yan Zheng 002; Xiaohan Xie; Jianye Hao; Mingzhi Li; Ruitao Wang; Fei Ni 001; Yuxiao Li; Jintian Luo; Shaoqing Jiao; Jiajie Peng (CoRR, 2024)

DexDiffuser: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation. - Zhixuan Liang; Yao Mu 001; Yixiao Wang; Fei Ni 001; Tianxing Chen; Wenqi Shao; Wei Zhan; Masayoshi Tomizuka; Ping Luo 002; Mingyu Ding (CoRR, 2024)

SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates. - Xi Zeng; Fei Ni 001; Shaoqing Jiao; Dazhi Lu; Jianye Hao; Jiajie Peng (AAAI, 2025)

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering. - Rong Cheng; Jinyi Liu 002; Yan Zheng 002; Fei Ni 001; Jiazhen Du; Hangyu Mao; Fuzheng Zhang; Bo Wang 027; Jianye Hao (ACL (1), 2025)

SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. - Yibin Chen; Yifu Yuan; Zeyu Zhang; Yan Zheng 002; Jinyi Liu 002; Fei Ni 001; Jianye Hao; Hangyu Mao; Fuzheng Zhang (WWW, 2025)

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models. - Jinyi Liu 002; Yan Zheng 002; Rong Cheng; Qiyu Wu 006; Wei Guo; Fei Ni 001; Hebin Liang; Yifu Yuan; Hangyu Mao; Fuzheng Zhang; Jianye Hao (CoRR, 2025)

From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation. - Yifu Yuan; Haiqin Cui; Yibin Chen; Zibin Dong; Fei Ni 001; Longxin Kou; Jinyi Liu 002; Pengyi Li 001; Yan Zheng 002; Jianye Hao (CoRR, 2025)

EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation. - Zibin Dong; Fei Ni 001; Yifu Yuan; Yinchuan Li; Jianye Hao (CoRR, 2025)

Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation. - Yifu Yuan; Haiqin Cui; Yaoting Huang; Yibin Chen; Fei Ni 001; Zibin Dong; Pengyi Li 001; Yan Zheng 002; Jianye Hao (CoRR, 2025)