Shixiang Zhu - RankMe

69 papers A* 6A 4Misc 6Journal 48Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Robust Optimization with Data-Driven Uncertainty for Enhancing Distribution System Resilience. CoRR Shuyi Chen, Shixiang Zhu, Ramteen Sioshansi
2025	A*	`conf`	Black-Box Optimization with Implicit Constraints for Public Policy. AAAI Wenqian Xing, Jungho Lee, Chong Liu, Shixiang Zhu
2025	—	`conf`	Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes. KDD (1) Zheng Dong, Zekai Fan, Shixiang Zhu
2025	J	`jnl`	Conformalized Decision Risk Assessment. CoRR Wenbin Zhou, Agni Orfanoudaki, Shixiang Zhu
2025	—	`conf`	Counterfactual Fairness Through Transforming Data Orthogonal to Bias. KDD (2) Shuyi Chen, Shixiang Zhu
2025	J	`jnl`	Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making. CoRR Prince Zizhuang Wang, Jinhao Liang, Shuyi Chen, Ferdinando Fioretto, Shixiang Zhu
2025	J	`jnl`	Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management. CoRR Shuyi Chen, Ferdinando Fioretto, Feng Qiu, Shixiang Zhu
2025	J	`jnl`	MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models. CoRR Xueqi Cheng, Minxing Zheng, Shixiang Zhu, Yushun Dong
2025	A	`conf`	New User Event Prediction Through the Lens of Causal Inference. AISTATS Henry Shaowu Yuchi, Shixiang Zhu, Li Dong, Yigit M. Arisoy, Matthew C. Spencer
2025	A	`conf`	Recurrent Neural Goodness-of-Fit Test for Time Series. AISTATS Aoran Zhang, Wenbin Zhou, Liyan Xie, Shixiang Zhu
2025	J	`jnl`	Sequential Change Point Detection via Denoising Score Matching. CoRR Wenbin Zhou, Liyan Xie, Zhigang Peng, Shixiang Zhu
2025	J	`jnl`	TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data. Trans. Mach. Learn. Res. Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng
2025	J	`jnl`	Topology-Aware Conformal Prediction for Stream Networks. CoRR Jifan Zhang, Fangxin Wang, Philip S. Yu, Kaize Ding, Shixiang Zhu
2025	Misc	`conf`	Uncertainty-Aware Robust Learning on Noisy Graphs. ICASSP Shuyi Chen, Kaize Ding, Shixiang Zhu
2025	J	`jnl`	When Robustness Meets Conservativeness: Conformalized Uncertainty Calibration for Balanced Decision Making. CoRR Wenbin Zhou, Shixiang Zhu
2024	J	`jnl`	A 4D Entangled Memristor Hyperchaotic System and Its New Predefined-Time Sliding Mode Synchronization Control. IEEE Access Shixiang Zhu, Qingke Lu, Yuming Feng, Dongfang Yan
2024	J	`jnl`	Balancing Optimality and Diversity: Human-Centered Decision Making through Generative Curation. CoRR Michael Lingzhi Li, Shixiang Zhu
2024	J	`jnl`	Counterfactual Fairness through Transforming Data Orthogonal to Bias. CoRR Shuyi Chen, Shixiang Zhu
2024	A*	`conf`	Counterfactual Generative Models for Time-Varying Treatments. KDD Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu
2024	J	`jnl`	Hierarchical Spatio-Temporal Uncertainty Quantification for Distributed Energy Adoption. CoRR Wenbin Zhou, Shixiang Zhu, Feng Qiu, Xuan Wu
2024	J	`jnl`	New User Event Prediction Through the Lens of Causal Inference. CoRR Henry Shaowu Yuchi, Shixiang Zhu, Li Dong, Yigit M. Arisoy, Matthew C. Spencer
2024	J	`jnl`	Optimizing Probabilistic Conformal Prediction with Vectorized Non-Conformity Scores. CoRR Minxing Zheng, Shixiang Zhu
2024	J	`jnl`	Political-LLM: Large Language Models in Political Science. CoRR Lincan Li, Jiaqi Li, Catherine Chen, Fred Gui, Hongjia Yang, Chenxiao Yu, Zhengguang Wang, Jianing Cai, Junlong Aaron Zhou, Bolin Shen, Alex Qian, Weixin Chen, Zhongkai Xue, Lichao Sun, Lifang He, Hanjie Chen, Kaize Ding, Zijian Du, Fangzhou Mu, Jiaxin Pei, Jieyu Zhao, Swabha Swayamdipta, Willie Neiswanger, Hua Wei, Xiyang Hu, Shixiang Zhu, Tianlong Chen, Yingzhou Lu, Yang Shi, Lianhui Qin, Tianfan Fu, Zhengzhong Tu, Yuzhe Yang, Jaemin Yoo, Jiaheng Zhang, Ryan A. Rossi, Liang Zhan, Liang Zhao, Emilio Ferrara, Yan Liu, Furong Huang, Xiangliang Zhang, Lawrence Rothenberg, Shuiwang Ji, Philip S. Yu, Yue Zhao, Yushun Dong
2024	J	`jnl`	Recurrent Neural Goodness-of-Fit Test for Time Series. CoRR Aoran Zhang, Wenbin Zhou, Liyan Xie, Shixiang Zhu
2024	J	`jnl`	TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing. CoRR Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng
2023	J	`jnl`	Bayesian Optimization with Hidden Constraints via Latent Decision Models. CoRR Wenqian Xing, Jungho Lee, Chong Liu, Shixiang Zhu
2023	J	`jnl`	Conditional Generative Modeling is All You Need for Marked Temporal Point Processes. CoRR Zheng Dong, Zekai Fan, Shixiang Zhu
2023	J	`jnl`	Counterfactual Generative Models for Time-Varying Treatments. CoRR Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu
2023	J	`jnl`	Detecting Electricity Service Equity Issues with Transfer Counterfactual Learning on Large-Scale Outage Datasets. CoRR Song Wei, Xiangrui Kong, Sarah A. Huestis-Mitchell, Shixiang Zhu, Yao Xie, Álinson Santos Xavier, Feng Qiu
2023	J	`jnl`	Uncertainty-Aware Robust Learning on Noisy Graphs. CoRR Shuyi Chen, Kaize Ding, Shixiang Zhu
2022	J	`jnl`	Data-Driven Optimization for Atlanta Police-Zone Design. INFORMS J. Appl. Anal. Shixiang Zhu, He Wang, Yao Xie
2022	A*	`conf`	Distributionally robust weighted k-nearest neighbors. NeurIPS Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, Yao Xie
2022	J	`jnl`	Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. IEEE J. Sel. Top. Signal Process. Shixiang Zhu, Alexander Bukharin, Liyan Xie, Khurram Yamin, Shihao Yang, Pinar Keskinocak, Yao Xie
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`	In Situ Transmission Electron Microscopy: Signal processing challenges and examples. IEEE Signal Process. Mag. Josh Kacher, Yao Xie, Sven P. Voigt, Shixiang Zhu, Henry Shaowu Yuchi, Jordan Key, Surya R. Kalidindi
2022	A*	`conf`	Neural Spectral Marked Point Processes. ICLR Shixiang Zhu, Haoyun Wang, Zheng Dong, Xiuyuan Cheng, Yao Xie
2022	J	`jnl`	Spatio-Temporal Point Processes With Attention for Traffic Congestion Event Modeling. IEEE Trans. Intell. Transp. Syst. Shixiang Zhu, Ruyi Ding, Minghe Zhang, Pascal Van Hentenryck, Yao Xie
2022	—	`—`	Statistical Learning and Decision Making for Spatio-Temporal Data. Shixiang Zhu
2021	J	`jnl`	Balanced Districting on Grid Graphs with Provable Compactness and Contiguity. CoRR Cyrus Hettle, Shixiang Zhu, Swati Gupta, Yao Xie
2021	J	`jnl`	Data-Driven Optimization for Police Zone Design. CoRR Shixiang Zhu, He Wang, Yao Xie
2021	A	`conf`	Deep Fourier Kernel for Self-Attentive Point Processes. AISTATS Shixiang Zhu, Minghe Zhang, Ruyi Ding, Yao Xie
2021	J	`jnl`	Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. CoRR Shixiang Zhu, Alexander Bukharin, Liyan Xie, Shihao Yang, Pinar Keskinocak, Yao Xie
2021	A	`conf`	Goodness-of-Fit Test for Mismatched Self-Exciting Processes. AISTATS Song Wei, Shixiang Zhu, Minghe Zhang, Yao Xie
2021	J	`jnl`	Harvesting data revolution for transmission electron microscopy (TEM) using signal processing. CoRR Shixiang Zhu, Sven P. Voigt, Henry Shaowu Yuchi, Jordan Key, Yao Xie, Josh Kacher, Surya R. Kalidindi
2021	J	`jnl`	High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S. ACM Trans. Manag. Inf. Syst. Shixiang Zhu, Alexander Bukharin, Liyan Xie, Mauricio Santillana, Shihao Yang, Yao Xie
2021	J	`jnl`	Neural Spectral Marked Point Processes. CoRR Shixiang Zhu, Haoyun Wang, Xiuyuan Cheng, Yao Xie
2021	Misc	`conf`	Sequential Adversarial Anomaly Detection with Deep Fourier Kernel. ICASSP Shixiang Zhu, Henry Shaowu Yuchi, Minghe Zhang, Yao Xie
2020	Misc	`conf`	Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. ICASSP Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie
2020	J	`jnl`	Deep Attention Spatio-Temporal Point Processes. CoRR Shixiang Zhu, Minghe Zhang, Ruyi Ding, Yao Xie
2020	J	`jnl`	Distributionally Robust $k$-Nearest Neighbors for Few-Shot Learning. CoRR Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, Yao Xie
2020	J	`jnl`	Goodness-of-Fit Test for Self-Exciting Processes. CoRR Song Wei, Shixiang Zhu, Minghe Zhang, Yao Xie
2020	J	`jnl`	Spatio-Temporal Point Processes with Attention for Traffic Congestion Event Modeling. CoRR Shixiang Zhu, Ruyi Ding, Minghe Zhang, Pascal Van Hentenryck, Yao Xie
2019	J	`jnl`	Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. CoRR Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie
2019	Misc	`conf`	Crime Event Embedding with Unsupervised Feature Selection. ICASSP Shixiang Zhu, Yao Xie
2019	J	`jnl`	Crime Linkage Detection by Spatio-Temporal-Textual Point Processes. CoRR Shixiang Zhu, Yao Xie
2019	J	`jnl`	Reinforcement Learning of Spatio-Temporal Point Processes. CoRR Shixiang Zhu, Shuang Li, Yao Xie
2018	J	`jnl`	Crime Event Embedding with Unsupervised Feature Selection. CoRR Shixiang Zhu, Yao Xie
2018	Misc	`conf`	Crime Incidents Embedding Using Restricted Boltzmann Machines. ICASSP Shixiang Zhu, Yao Xie
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	Misc	`conf`	Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM). ICASSP Yang Cao, Shixiang Zhu, Yao Xie, Jordan Key, Josh Kacher, Raymond R. Unocic, Christopher M. Rouleau
2017	J	`jnl`	A Novel RNN-GBRBM Based Feature Decoder for Anomaly Detection Technology in Industrial Control Network. IEICE Trans. Inf. Syst. Hua Zhang, Shixiang Zhu, Xiao Ma, Jun Zhao, Zeng Shou
2017	J	`jnl`	Crime incidents embedding using restricted Boltzmann machines. CoRR Shixiang Zhu, Yao Xie
2017	—	`conf`	Senz: A Context Awareness Middleware System Used in Mobile Devices. VTC Spring Hengyang Zhang, Tao Huang, Yunjie Liu, Shixiang Zhu, Guan Gui, Yuanying Chi
2016	J	`jnl`	DENA: An Intelligent Content Discovery System Used in Named Data Networking. IEEE Access Hengyang Zhang, Renchao Xie, Shixiang Zhu, Tao Huang, Yunjie Liu
2015	J	`jnl`	Cooperative Relay Selection in Cognitive Radio Networks. IEEE Trans. Veh. Technol. Tao Jing, Shixiang Zhu, Hongjuan Li, Xiaoshuang Xing, Xiuzhen Cheng, Yan Huo, Rongfang Bie, Taieb Znati
2015	J	`jnl`	Enabling smartphone-based HD video chats by cooperative transmissions in CRNs. EURASIP J. Wirel. Commun. Netw. Tao Jing, Xuewei Cui, Wei Cheng, Shixiang Zhu, Yan Huo, Xiuzhen Cheng
2014	—	`conf`	Enabling Smartphone Based HD Video Chats by Cooperative Transmissions in CRNs. WASA Tao Jing, Xuewei Cui, Wei Cheng, Shixiang Zhu, Yan Huo
2013	A*	`conf`	Cooperative relay selection in cognitive radio networks. INFOCOM Tao Jing, Shixiang Zhu, Hongjuan Li, Xiuzhen Cheng, Yan Huo