Publication Asking Before Action: Gather Information in Embodied Decision Making with Language Models Xiaoyu Chen, Shenao Zhang, Pushi Zhang, Li Zhao, Jianyu Chen Arxiv Preprint | May 2023
Publication Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan (Jana) Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian International Conference on Learning Representations (ICLR) 2023 | May 2023 Project
Publication CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang The Eleventh International Conference on Learning Representations (ICLR ’23) | May 2023
Publication Combinatorial Pure Exploration of Causal Bandits Nuoya Xiong, Wei Chen Proceedings of the 11th International Conference on Learning Representations (ICLR) | May 2023
Publication Homophily-oriented Heterogeneous Graph Rewiring Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang The Web Conference (WWW’23) | April 2023
Publication Robust Mid-Pass Filtering Graph Convolutional Networks Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang The Web Conference (WWW’23) | April 2023
Publication Learning Physics-Informed Neural Networks without Stacked Back-propagation Di He, Wenlei Shi, Shanda Li, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu AISTATS 2023 | April 2023
Publication ML4C: Seeing Causality Through Latent Vicinity Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang 2023 SIAM International Conference on Data Mining | April 2023
Publication Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction Zhenhao Li, Chuan Luo, T. Chen, Weiyi Shang, Shilin He, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2023 | April 2023 Project
Publication NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers Kai Shen, Zeqian Ju, Xu Tan, Yanqing Liu, Yichong Leng, Lei He, Tao Qin, Sheng Zhao, Jiang Bian ICLR 2024 | April 2023