Tonghan Wang, Heng Dong, Victor Lesser, and Chongjie Zhang. ROMA: Multi-Agent Reinforcement Learning with Emergent Roles. , ICML 2020.
Wei Chen， Weizhong Zhang, Haoyu Zhao. Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations. , AAAI 2020.
Guangxiang Zhu, Minghao Zhang, Honglak Lee and Chongjie Zhang. Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning. Annual Conference on Neural Information Processing Systems. , NeurIPS 2020.
Li, Shuya; Wan, Fangping; Shu, Hantao; Zhao, Dan; Zeng, Jianyang; Jiang, Tao. Monn: a multi-objective neural network for predicting pairwise non-covalent interactions and binding affinities between compounds and proteins. , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
Hong, Lixiang; Lin, Jinjian; Li, Shuya; Wan, Fangping; Zhao, Dan; Zeng, Jianyang; Yang, Hui; Jiang, Tao. A novel machine learning framework for automated biomedical relation extraction from large-scale literature repositories. , Nature Machine Intelligence 2020.
Jimmy Ba, Murat Erdogdu, Taiji Suzuki, Denny Wu, Tianzong Zhang. Generalization of Two-Layer Neural Networks: An Asymptotic Viewpoint. , ICLR 2020.
Li, Shuya; Wan, Fangping; Shu, Hantao; Jiang, Tao; Zhao, Dan; Zeng, Jianyang. MONN: A Multi-objective Neural Network for Predicting Compound-Protein Interactions and Affinities. , CELL SYSTEMS 2020.
Mu Qiao, Ye Wang, Zhengyang Cai, Botao Du, Pengfei Wang, Chunyang Luan, Wentao Chen, Heung-Ryoul Noh, and Kihwan Kim. Double-electromagnetically-induced-transparency ground-state cooling of stationary two-dimensional ion crystals. , Phys. Rev. Lett..
Ma, Rong; Li, Yi; Li, Chenxing; Wan, Fangping; Hu, Hailin; Xu, Wei; Zeng, Jianyang. Secure multiparty computation for privacy-preserving drug discovery. , BIOINFORMATICS 2020.
Zhoutong Zhang, Yunyun Wang, Chuang Gan, Jiajun Wu, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman. Deep Audio Priors Emerge From Harmonic Convolutional Networks. , ICLR 2020.
L. Huang, Y. Li, J. Walrand. RTCP - Reduce Delay Variability with an End-to-end Approach. , Proceedings of the International Federation for Information Processing (IFIP) Networking 2020 Conference (NETWORKING), June 2020.
Yiheng Lin, Gautam Goel, Adam Wierman. Online Optimization with Predictions and Non-convex Losses. , ACM SIGMETRICS 2020.
Pengfei Wang, Chun-Yang Luan, Mu Qiao, Mark Um, Junhua Zhang, Ye Wang, Xiao Yuan, Mile Gu, Jingning Zhang, Kihwan Kim. Single ion-qubit exceeding one hour coherence time. , Nature Communications.
Wan, Fangping; Li, Shuya; Tian, Tingzhong; Lei, Yipin; Zhao, Dan; Zeng, Jianyang. EXP2SL: A Machine Learning Framework for Cell-Line-Specific Synthetic Lethality Prediction. , FRONTIERS IN PHARMACOLOGY.
Wang, Ye; Qiao, Mu; Cai, Zhengyang; Jin, Naijun; Wang, Pengfei; Chen, Wentao; Luan, Chunyang; Wang, Haiyan; Song, Yipu; Yum, Dahyun; Kim, Kihwan. Coherently Manipulated 2D Ion Crystal in a Monolithic Paul Trap. , Advanced Quantum Technology.
L. Pan, Q. Cai, Q. Meng, W. Chen, L. Huang. Reinforcement Learning with Dynamic Boltzmann Softmax Updates. , IJCAI 2020.
Haowei He, Gao Huang, Yang Yuan. Asymmetric Valleys: Beyond Sharp and Flat Local Minima. , NeurIPS 2019.
W. Chen, Y. Du, L. Huang, H. Zhao. Combinatorial Pure Exploration for Dueling Bandit. , ICML 2020.