Shuang Li - RankMe

47 papers A* 13A 3Journal 22Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Evolving Minds: Logic-Informed Inference from Temporal Action Patterns. ICML Chao Yang, Shuting Cui, Yang Yang, Shuang Li
2025	A	`conf`	Flow-Based Delayed Hawkes Process. UAI Chao Yang, Wendi Ren, Shuang Li
2025	A*	`conf`	Logic-Logit: A Logic-Based Approach to Choice Modeling. ICLR Shuhan Zhang, Wendi Ren, Shuang Li
2025	A*	`conf`	Reproducing Kernel Hilbert Space Choice Model. EC Yiqi Yang, Zhi Wang, Rui Gao, Shuang Li
2024	A*	`conf`	Amortized Network Intervention to Steer the Excitatory Point Processes. ICLR Zitao Song, Wendi Ren, Shuang Li
2024	A*	`conf`	Enhancing Human-AI Collaboration Through Logic-Guided Reasoning. ICLR Chengzhi Cao, Yinghao Fu, Sheng Xu, Ruimao Zhang, Shuang Li
2024	A*	`conf`	Latent Logic Tree Extraction for Event Sequence Explanation from LLMs. ICML Zitao Song, Chao Yang, Chaojie Wang, Bo An, Shuang Li
2024	J	`jnl`	Latent Logic Tree Extraction for Event Sequence Explanation from LLMs. CoRR Zitao Song, Chao Yang, Chaojie Wang, Bo An, Shuang Li
2024	A*	`conf`	Neuro-Symbolic Temporal Point Processes. ICML Yang Yang, Chao Yang, Boyang Li, Yinghao Fu, Shuang Li
2024	J	`jnl`	Neuro-Symbolic Temporal Point Processes. CoRR Yang Yang, Chao Yang, Boyang Li, Yinghao Fu, Shuang Li
2024	A	`conf`	Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation. AISTATS Yiling Kuang, Chao Yang, Yang Yang, Shuang Li
2024	J	`jnl`	Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation. CoRR Yiling Kuang, Chao Yang, Yang Yang, Shuang Li
2023	A*	`conf`	Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions. NeurIPS Chengzhi Cao, Chao Yang, Ruimao Zhang, Shuang Li
2023	J	`jnl`	Hawkes Processes with Delayed Granger Causality. CoRR Chao Yang, Hengyuan Miao, Shuang Li
2023	J	`jnl`	Introspective Tips: Large Language Model for In-Context Decision Making. CoRR Liting Chen, Lu Wang, Hang Dong, Yali Du, Jie Yan, Fangkai Yang, Shuang Li, Pu Zhao, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023	J	`jnl`	Reinforcement Logic Rule Learning for Temporal Point Processes. CoRR Chao Yang, Lu Wang, Kun Gao, Shuang Li
2022	A*	`conf`	Explaining Point Processes by Learning Interpretable Temporal Logic Rules. ICLR Shuang Li, Mingquan Feng, Lu Wang, Abdelmajid Essofi, Yufeng Cao, Junchi Yan, Le Song
2022	J	`jnl`	Imitation Learning of Neural Spatio-Temporal Point Processes. IEEE Trans. Knowl. Data Eng. Shixiang Zhu, Shuang Li, Zhigang Peng, Yao Xie
2022	J	`jnl`	Learning Temporal Rules from Noisy Timeseries Data. CoRR Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song
2021	J	`jnl`	A Note on General Statistics of Publicly Accessible Knowledge Bases. CoRR Feixiang Wang, Yixiang Fang, Yan Song, Shuang Li, Xinyun Chen
2021	J	`jnl`	Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling. CoRR Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg
2021	J	`jnl`	TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning. CoRR Lu Wang, Xiaofu Chang, Shuang Li, Yunfei Chu, Hui Li, Wei Zhang, Xiaofeng He, Le Song, Jingren Zhou, Hongxia Yang
2021	J	`jnl`	Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View. CoRR Shuang Li, Lu Wang, Xinyun Chen, Yixiang Fang, Yan Song
2020	A	`conf`	Continuous-Time Dynamic Graph Learning via Neural Interaction Processes. CIKM Xiaofu Chang, Xuqin Liu, Jianfeng Wen, Shuang Li, Yanming Fang, Le Song, Yuan Qi
2020	A*	`conf`	Temporal Logic Point Processes. ICML Shuang Li, Lu Wang, Ruizhi Zhang, Xiaofu Chang, Xuqin Liu, Yao Xie, Yuan Qi, Le Song
2019	A*	`conf`	Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. ICML Xinshi Chen, Shuang Li, Hui Li, Shaohua Jiang, Yuan Qi, Le Song
2019	J	`jnl`	Reinforcement Learning of Spatio-Temporal Point Processes. CoRR Shixiang Zhu, Shuang Li, Yao Xie
2019	—	`—`	Statistical Inference, Modeling, and Learning of Point Processes. Shuang Li
2018	—	`conf`	COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution. WWW (Companion Volume) Mehrdad Farajtabar, Manuel Gomez-Rodriguez, Yichen Wang, Shuang Li, Hongyuan Zha, Le Song
2018	A*	`conf`	Learning Temporal Point Processes via Reinforcement Learning. NeurIPS Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
2018	J	`jnl`	Learning Temporal Point Processes via Reinforcement Learning. CoRR Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
2018	J	`jnl`	Neural Model-Based Reinforcement Learning for Recommendation. CoRR Xinshi Chen, Shuang Li, Hui Li, Shaohua Jiang, Yuan Qi, Le Song
2017	J	`jnl`	COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution. J. Mach. Learn. Res. Mehrdad Farajtabar, Yichen Wang, Manuel Gomez-Rodriguez, Shuang Li, Hongyuan Zha, Le Song
2017	J	`jnl`	Detecting Changes in Dynamic Events Over Networks. IEEE Trans. Signal Inf. Process. over Networks Shuang Li, Yao Xie, Mehrdad Farajtabar, Apurv Verma, Le Song
2017	A*	`conf`	Fake News Mitigation via Point Process Based Intervention. ICML Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit S. Trivedi, Elias B. Khalil, Shuang Li, Le Song, Hongyuan Zha
2017	J	`jnl`	Fake News Mitigation via Point Process Based Intervention. CoRR Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit S. Trivedi, Elias Boutros Khalil, Shuang Li, Le Song, Hongyuan Zha
2017	—	`ch.`	Learning Continuous-Time Hidden Markov Models for Event Data. Mobile Health - Sensors, Analytic Methods, and Applications Yu-Ying Liu, Alexander Moreno, Shuang Li, Fuxin Li, Le Song, James M. Rehg
2017	—	`conf`	Recurrent Hidden Semi-Markov Model. ICLR (Poster) Hanjun Dai, Bo Dai, Yan-Ming Zhang, Shuang Li, Le Song
2016	J	`jnl`	Data-Driven Threshold Machine: Scan Statistics, Change-Point Detection, and Extreme Bandits. CoRR Shuang Li, Yao Xie, Le Song
2016	J	`jnl`	Detecting weak changes in dynamic events over networks. CoRR Shuang Li, Yao Xie, Mehrdad Farajtabar, Le Song
2016	—	`conf`	Online seismic event picking via sequential change-point detection. Allerton Shuang Li, Yang Cao, Christina Leamon, Yao Xie, Lei Shi, Wen-Zhan Song
2015	—	`conf`	COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution. NIPS Mehrdad Farajtabar, Yichen Wang, Manuel Gomez-Rodriguez, Shuang Li, Hongyuan Zha, Le Song
2015	J	`jnl`	COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution. CoRR Mehrdad Farajtabar, Yichen Wang, Manuel Gomez-Rodriguez, Shuang Li, Hongyuan Zha, Le Song
2015	—	`conf`	Co-evolutionary Dynamics of Information Diffusion and Network Structure. WWW (Companion Volume) Mehrdad Farajtabar, Manuel Gomez-Rodriguez, Yichen Wang, Shuang Li, Hongyuan Zha, Le Song
2015	—	`conf`	Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression. NIPS Yu-Ying Liu, Shuang Li, Fuxin Li, Le Song, James M. Rehg
2015	—	`conf`	M-Statistic for Kernel Change-Point Detection. NIPS Shuang Li, Yao Xie, Hanjun Dai, Le Song
2015	J	`jnl`	M-Statistic for Kernel Change-Point Detection. CoRR Shuang Li, Yao Xie, Hanjun Dai, Le Song