Publication Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem Yan Jin, Yuandong Ding, Xuanhao Pan, Kun He, Li Zhao, Tao Qin, Lei Song, Jiang Bian AAAI 2023 | February 2023
Publication Adaptive Policy Learning for Offline-to-Online Reinforcement Learning Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang AAAI 2023 | February 2023
Publication Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei January 2023 Project
Publication TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tie-Yan Liu IEEE International Conference on Data Mining (Best Student Paper Runner-Up Awards) | January 2023
Publication MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo arXiv | December 2022 Project
Publication Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP ’22) | December 2022
Publication Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao, Chin-Yew Lin, Nan Duan ACL 2023 | December 2022
Publication FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP ’22) | December 2022
Publication Neuron with Steady Response Leads to Better Generalization Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS’22) | December 2022
Publication RACE: Retrieval-augmented Commit Message Generation Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’22) | December 2022
