Publication SCBench: A KV Cache-Centric Analysis of Long-Context Methods Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu ICLR 2025 | December 2024 Github Project
Publication InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models Min Hou, Yueying Wu, Chang Xu, Yu-Hao Huang, Chenxi Bai, Le Wu, Jiang Bian Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 | December 2024
Publication MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu NeurIPS 2024 | December 2024 spotlight Github Project
Publication ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer Shun Zheng, Xumeng Wen, Jiang Bian Neural Information Processing Systems | December 2024
Publication GPMS: Enabling Indoor GNSS Positioning using Passive Metasurfaces Yezhou Wang, Hao Pan, Lili Qiu, Linghui Zhong, Jiting Liu, Ruichun Ma, Yi-Chao Chen, Guangtao Xue, Ju Ren MobiCom 2024 | December 2024
Publication UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo CVPR 2025 | December 2024
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 GPSense: Passive Sensing with Pervasive GPS Signals Huixin Dong, Minhao Cui, Ning Wang, Lili Qiu, Jie Xiong, Wei Wang MobiCom 2024 | 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 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
Research
Research