Publication C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu NeurIPS 2024 | February 2024
Publication DyVal 2: Dynamic Evaluation of Large Language Models by Meta Probing Agents Kaijie Zhu, Jindong Wang, Qinlin Zhao, Ruochen Xu, Xing Xie ICML 2024 | February 2024
Publication LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang ICML 2024 | February 2024 Github
Publication Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei February 2024 arXiv | February 2024 Work in progress
Publication Slot-VLM: SlowFast Slots for Video-Language Modeling Jiaqi Xu, Cuiling Lan, Wenxuan Xie, Xuejin Chen, Yan Lu NeurIPS 2024 | February 2024
Publication Generative Representational Instruction Tuning Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela ICLR 2025 | February 2024
Publication Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen, Chenfei Wu, Xiao Liu, Sheng-Siang Yin, Yixuan Pei, Jinglong Yang, Qifeng Chen, Nan Duan, Jianguo Zhang ICML 2024 | February 2024
Publication BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu February 2024 arXiv | February 2024 Project
Publication Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang, Cuiling Lan, Yan Lu, Nanning Zheng NeurIPS 2024 | February 2024
Publication CultureLLM: Incorporating Cultural Differences into Large Language Models Cheng Li, Mengzhou Chen, Jindong Wang, Sunayana Sitaram, Xing Xie NeurIPS 2024 | February 2024
Research
Research