Publication AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation Yiyang Ma, Huan Yang, Bei Liu, Jianlong Fu, Jiaying Liu ACM Multimedia 2022 | October 2022 Oral Project
Publication Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang ACM International Conference on Information and Knowledge Management (CIKM’22) | October 2022
Publication Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang, Xiaoyuan Yi, Peng Liu, Yang Liu, Xing Xie October 2022 Preprint
Publication ANT: Exploiting Adaptive Numerical Data Type for Low-Bit Deep Neural Network Quantization Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu MICRO | October 2022 IEEE Micro Top Picks 2023 Honorable Mention
Publication VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning Che Wang, Xufang Luo, Keith Ross, Dongsheng Li 2022 Neural Information Processing Systems | September 2022
Publication Rethinking Image and Video Restoration: An Industrial Perspective Huan Yang CTSoc-NCT | September 2022 Project
Publication 4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian arXiv | September 2022 Project
Publication Stabilize Deep ResNet with A Sharp Scaling Factor τ Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan Liu Machine Learning | September 2022
Publication ML4S: Learning Causal Skeleton from Vicinal Graphs Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang SIGKDD 2022 | August 2022
Publication pureGAM: Learning an Inherently Pure Additive Model Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang SIGKDD 2022 | August 2022
Research
Research