Publication LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) | October 2023 Project
Publication Towards Foundation Models for Learning on Tabular Data Han Zhang, Xumeng Wen, Shun Zheng, Wei Xu, Jiang Bian October 2023 Video
Publication PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li ICLR 2024 | October 2023
Publication ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang NeurIPS 2023 | October 2023
Publication Attentive Mask CLIP Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu 2023 International Conference on Computer Vision | October 2023
Publication UniAudio: An Audio Foundation Model Toward Universal Audio Generation Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Helen Meng ICML 2024 | September 2023
Publication Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen, Jindong Wang, Ankit Shah, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj ICLR 2024 | September 2023
Publication ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Zhibin Gou, Zhihong Shao, Yeyun Gong, Yelong Shen, Yujiu Yang, Minlie Huang, Nan Duan, Weizhu Chen ICLR 2024 | September 2023
Publication DyVal: Graph-informed Dynamic Evaluation of Large Language Models Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie ICLR 2024 | September 2023
Publication Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Baizhou Huang, Shuai Lu, Weizhu Chen, Xiaojun Wan, Nan Duan September 2023 Preprint
Research
Research