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 MicroSurf: Guiding Energy Distribution inside Microwave Oven with Metasurfaces Yiwen Song, Hao Pan, Longyuan Ge, Lili Qiu, Swarun Kumar, Yi-Chao Chen December 2024
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 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
Publication REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang November 2024 Github
Publication LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei 2024 Empirical Methods in Natural Language Processing | November 2024
Publication BitNet a4.8: 4-bit Activations for 1-bit LLMs Hongyu Wang, Shuming Ma, Furu Wei November 2024 Work in progress Access
Publication LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu November 2024 Github Project
Publication VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang November 2024 Github
