Publication Quantum Speedups for Zero-Sum Games via Improved Dynamic Gibbs Sampling Adam Bouland, Yosheb Getachew, Yujia Jin, Aaron Sidford, Kevin Tian ICML 2023 | January 2023
Publication DSN-DDI: an accurate and generalized framework for drug–drug interaction prediction by dual-view representation learning Zimeng Li, Shichao Zhu, Bin Shao, Xiangxiang Zeng, Tong Wang, Tie-Yan Liu Briefings in Bioinformatics | January 2023
Publication Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
Publication A Ranking Game for Imitation Learning Harshit Sikchi, Akanksha Saran, Wonjoon Goo, Scott Niekum January 2023
Publication ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels Yue Zhao, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Robert McCann, Ahmed Awadallah AAAI | January 2023
Publication Hypotheses Tree Building for One-Shot Temporal Sentence Localization Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
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 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Jivat Neet Kaur, Emre Kiciman, Amit Sharma International Conference on Learning Representations (ICLR) | January 2023 Notable Top-25% of accepted papers Projet
Publication The Tensor Data Platform: Towards an AI-centric Database System Apurva Gandhi, Yuki Asada, Victor Fu, Advitya Gemawat, Lihao Zhang, Rathijit Sen, Carlo Curino, Jesús Camacho-Rodríguez, Matteo Interlandi CIDR | January 2023
Publication Adversarial Hard Negative Generation for Complementary Graph Contrastive Learning Senzhang Wang, Hao Yan, Jinlong Du, Jun Yin, Junxing Zhu, Chaozhuo Li, Jianxin Wang SIAM International Conference on Data Mining (SDM23) | January 2023