Publication Personalized progression modelling and prediction in Parkinson’s disease with a novel multi-modal graph approach Jie Lian, Xufang Luo, Caihua Shan, Dongqi Han, Chencheng Zhang, V. Vardhanabhuti, Dongsheng Li, Lili Qiu NPJ Parkinson’s Disease | December 2024, Vol 10
Publication Can Graph Learning Improve Task Planning? Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li NeurIPS 2024 | December 2024
Publication Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation Shangding Gu, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维 December 2024
Publication On Efficient Distillation from LLMs to SLMs Metod Jazbec, Menglin Xia, Ankur Mallick, Daniel Madrigal, Dongge Han, Samuel Kessler, Victor Ruehle NeurIPS FITML workshop 2024 | December 2024 Project
Publication Combinatorial Causal Bandits without Graph Skeleton Shi Feng, Nuoya Xiong, Wei Chen Proceedings of the 16th Asian Conference on Machine Learning (ACML) | December 2024
Publication Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai December 2024
Publication Combinatorial Rising Bandit Seockbean Song, Youngsik Yoon, Siwei Wang, Wei Chen, Jungseul Ok ICLR 2026 | November 2024
Publication Language-to-Code Translation with a Single Labeled Example Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas EMNLP | November 2024
Tool MageBench MageBench is a benchmark for evaluating the reasoning and planning ability of large multimodal model agents. This benchmark currently includes three types of environments: WebUI, Sokoban, and Football, comprising a total of 483 different scenarios.… GitHub
Publication CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo November 2024