Publication Efficient GPU Kernels for N:M-SPARSE Weights in Deep Learning Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang Sixth Conference on Machine Learning and Systems (MLSys’23) | June 2023 Project
Publication Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation Hao Liao, Sheng Bi, Jiao Wu, Wei Zhang, Mingyang Zhou, Rui Mao, Wei Chen Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2023
Publication A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng ICASSP 2023 | June 2023
Publication Kosmos-2: Grounding Multimodal Large Language Models to the World Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei June 2023 June 2023
Publication OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization Cong Guo, Jiaming Tang, Jingwen Leng, Weiming Hu, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu ISCA | June 2023 Project
Publication Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon ACL 2023 | May 2023
Publication X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion Hanqing Zhao, Dianmo Sheng, Jianmin Bao, Dongdong Chen, Dong Chen, Fang Wen, Lu Yuan, Ce Liu, Wenbo Zhou, Qi Chu, Weiming Zhang, Nenghai Yu ICML 2023 | May 2023
Publication AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang The 61st Annual Meeting of the Association for Computational Linguistics (ACL ’23) | May 2023 Project
Publication DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao ACL 2023 | May 2023
Publication DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang ACL 2023 | May 2023
Research
Research