Publication Style Normalization and Restitution for Domain Generalization and Adaptation Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen IEEE Trans. on Multimedia (to appear) | August 2021
Publication TUTA: Tree-based Transformers for Generally Structured Table Pre-training Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz) KDD | August 2021 Project
Publication On the Evaluation of Commit Message Generation Models: An Experimental Study Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME ’21) | July 2021
Publication Exploring deep learning for air pollutant emission estimation Lin Huang, Song Liu, Zeyuan Yang, Jia Xing, Jia Zhang, Jiang Bian, Siwei Li, Shovan Kumar Sahu, Shuxiao Wang, Tie-Yan Liu Geoscientific Model Development | July 2021, Vol 14(7): pp. 4641-4654
Publication Reference-Based Defect Detection Network Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao IEEE Transactions on Image Processing | July 2021, Vol 30: pp. 6637-6647
Publication Soft then Hard: Rethinking the Quantization in Neural Image Compression Zongyu Guo, Zhizheng Zhang, Runsen Feng, Zhibo Chen The International Conference on Machine Learning (ICML 2021) | July 2021
Publication The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu 2021 International Conference on Machine Learning | July 2021
Publication Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui 2021 International Conference on Machine Learning (ICML) | July 2021
Publication Glider: A reinforcement learning approach to extract UI scripts from websites Yuanchun Li, Oriana Riva 44th International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021 Github Project
Publication Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, Ji-Rong Wen SIGIR 2021 short paper | July 2021
Research
Research