Publication Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023 Project
Publication XInsight: eXplainable Data Analysis Through The Lens of Causality Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang 2023 International Conference on Management of Data | June 2023
Publication PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang, Zhuohao Yu, Zhengran Zeng, Linyi Yang, Cunxiang Wang, Hao Chen, Chaoya Jiang, Rui Xie, Jindong Wang, Xing Xie, Wei Ye, Shi-Bo Zhang, Yue Zhang ICLR 2024 | June 2023
Publication DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation Yuxi Feng, Xiaoyuan Yi, Xiting Wang, Laks V.S. Lakshmanan, Xing Xie ACL 2023 | June 2023
Publication Extract and Attend: Improving Entity Translation in Neural Machine Translation Zixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Xu Tan, Tao Qin, Tie-Yan Liu ACL 2023 | June 2023
Publication Learning to Rank in Generative Retrieval Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li AAAI 2024 | June 2023
Publication Leveraging Pretrained Representations with Task-related Keywords for Alzheimer’s Disease Detection Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng ICASSP 2023 | June 2023
Publication Mitigating Filter Bubbles Under a Competitive Diffusion Model Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2023
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
Research
Research