Wu, Shiguang

9 publications

AAAI 2025 ExcluIR: Exclusionary Neural Information Retrieval Wenhao Zhang, Mengqi Zhang, Shiguang Wu, Jiahuan Pei, Zhaochun Ren, Maarten de Rijke, Zhumin Chen, Pengjie Ren
NeurIPS 2025 Learning to Learn with Contrastive Meta-Objective Shiguang Wu, Yaqing Wang, Yatao Bian, Quanming Yao
ICLR 2025 Why In-Context Learning Models Are Good Few-Shot Learners? Shiguang Wu, Yaqing Wang, Quanming Yao
CVPR 2024 Generate Subgoal Images Before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts Fei Ni, Jianye Hao, Shiguang Wu, Longxin Kou, Jiashun Liu, Yan Zheng, Bin Wang, Yuzheng Zhuang
IJCAI 2024 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Shiguang Wu, Yaqing Wang, Quanming Yao
NeurIPS 2024 PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation Fei Ni, Jianye Hao, Shiguang Wu, Longxin Kou, Yifu Yuan, Zibin Dong, Jinyi Liu, Mingzhi Li, Yuzheng Zhuang, Yan Zheng
IJCAI 2024 PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning Yiqun Chen, Hangyu Mao, Jiaxin Mao, Shiguang Wu, Tianle Zhang, Bin Zhang, Wei Yang, Hongxing Chang
ICLR 2024 Tree-Planner: Efficient Close-Loop Task Planning with Large Language Models Mengkang Hu, Yao Mu, Xinmiao Chelsey Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo
AAAI 2022 Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems Qingxu Fu, Tenghai Qiu, Jianqiang Yi, Zhiqiang Pu, Shiguang Wu