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Kun Zhang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

360

Venues

67

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAIHorizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants.Wei Chen, Wanyang Gu, Linjun Peng, Ting Yan, Ruichu Cai, Zhifeng Hao, Kun Zhang
2026AAAIRevisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond.Kaifeng Jin, Ignavier Ng, Kun Zhang, Biwei Huang
2026AAAISocrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles.Zihao Xu, Junchen Ding, Yiling Lou, Kun Zhang, Dong Gong, Yuekang Li
2026ACLText Embedding as Treatment: A Meta Causal Approach for Robust Sentiment Classification.Fengxiang Cheng, Chuan Zhou, Xiang Li, Haoxuan Li, Wen-li Wang, Jinkun Chen, Mingming Gong, Kun Zhang
2026ACLFactVerse: A Benchmark for Factual Consistency in Interleaved Image-Text Generation.Yubo Shan, Kun Zhang, Qiming Xu, Liping Cao, Yingying Cao, Jian Zhang, Yu Wang, Jingyuan Li, Yuanzhuo Wang
2026ACLMechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders.Xiangchen Song, Aashiq Muhamed, Yujia Zheng, Lingjing Kong, Zeyu Tang, Mona T. Diab, Virginia Smith, Kun Zhang
2026ACLAdvancing Reasoning in Diffusion Language Models with Denoising Process Rewards.Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang
2026WWWMitigating Fine-tuning Bias: A Parameter-Efficient Debiasing Framework for Large Language Models.Qiuyu Li, Kun Zhang, Le Wu, Hao Liu, Hefei Xu, Xin Li, Si Wei
2025AAAIContinual Unsupervised Generative Modelling via Online Optimal Transport.Fei Ye, Adrian G. Bors, Kun Zhang
2025AAAIDynamic Expansion Diffusion Learning for Lifelong Generative Modelling.Fei Ye, Adrian G. Bors, Kun Zhang
2025ACLUnmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models.Jiaxu Zhao, Meng Fang, Kun Zhang, Mykola Pechenizkiy
2025ACLStructured Discourse Representation for Factual Consistency Verification.Kun Zhang, Oana Balalau, Ioana Manolescu
2025ACLMoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning.Dacao Zhang, Kun Zhang, Shimao Chu, Le Wu, Xin Li, Si Wei
2025ACLA General Knowledge Injection Framework for ICD Coding.Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou
2025AIEDLearning by Teaching: Enhancing Music Learning Through LLM-Based Teachable Agents.Lingxi Jin, Baicheng Lin, Mengze Hong, Hyo-Jeong So, Kun Zhang
2025AISTATSCausal Representation Learning from General Environments under Nonparametric Mixing.Ignavier Ng, Shaoan Xie, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025AISTATSType Information-Assisted Self-Supervised Knowledge Graph Denoising.Jiaqi Sun, Yujia Zheng, Xinshuai Dong, Haoyue Dai, Kun Zhang
2025AISTATSNonparametric Factor Analysis and Beyond.Yujia Zheng, Yang Liu, Jiaxiong Yao, Yingyao Hu, Kun Zhang
2025APWEBSocialED: A Python Library for Social Event Detection.Kun Zhang, Xiaoyan Yu, Pu Li, Hao Peng, Philip S. Yu
2025CIKMSUMMA: A Multimodal Large Language Model for Advertisement Summarization.Weitao Jia, Shuo Yin, Zhoufutu Wen, Han Wang, Zehui Dai, Kun Zhang, Zhenyu Li, Tao Zeng, Xiaohui Lv
2025CIKMSelective Mixup for Debiasing Question Selection in Computerized Adaptive Testing.Mi Tian, Kun Zhang, Fei Liu, Jinglong Li, Yuxin Liao, Chenxi Bai, Zhengtao Tan, Le Wu, Richang Hong
2025CIKMGenR1-Searcher: Curriculum Reinforcement Learning for Dynamic Retrieval and Document Generation.Yu Wang, Yixuan Zhao, Renrui Duan, Jingyuan Li, Yuanzhuo Wang, Kun Zhang
2025CogSciLearning Hidden Causal Factors from Psychometrics Data Using Distributional Information.Roberto Legaspi, Xinshuai Dong, Donghuo Zeng, Yuewen Sun, Kazushi Ikeda, Peter Spirtes, Kun Zhang
2025CVPROCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad.Luyao Tang, Yuxuan Yuan, Chaoqi Chen, Zeyu Zhang, Yue Huang, Kun Zhang
2025CVPRSmartCLIP: Modular Vision-language Alignment with Identification Guarantees.Shaoan Xie, Lingjing, Yujia Zheng, Yu Yao, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang
2025CVPRDH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning.Kun Zhang, Jingyu Li, Zhe Li, S. Kevin Zhou
2025DASFAAMASS: Mitigating Aspect-Oriented Semantic Sparsity for Fine-Grained Sentiment Analysis.Yanjiang Chen, Kai Zhang, Zhe Yang, Linan Yue, Xinjie Sun, Kun Zhang, Qi Liu
2025EMNLPTIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding.Kun Zhang, Liqiang Niu, Zhen Cao, Fandong Meng, Jie Zhou
2025ICASSPInfant Cry Detection Using Causal Temporal Representation.Minghao Fu, Danning Li, Aryan Gadhiya, Benjamin Lambright, Mohamed Alowais, Mohab Bahnassy, Saad El Dine Elletter, Hawau Olamide Toyin, Haiyan Jiang, Kun Zhang, Hanan Aldarmaki
2025ICCADHRAMTran: A Hybrid-RAM Transformer Accelerator With Dynamic Sparsity Floating-Point CIM and Written-Back Transpose Array.Bojun Zhang, Jinkai Wang, Xianan Zhu, Ziyuan Guo, Zhengkun Gu, Kaili Zhang, Zhizhong Zhang, Kun Zhang, Weisheng Zhao, Yue Zhang
2025ICCVHierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval.Zhe Li, Lei Zhang, Zheren Fu, Kun Zhang, Zhendong Mao
2025ICICSFull-Phase Distributed Quantum Impossible Differential Cryptanalysis.Kun Zhang, Tao Shang, Yuanjing Zhang, Jianwei Liu
2025ICLRSynergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning.Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang
2025ICLROn the Identification of Temporal Causal Representation with Instantaneous Dependence.Zijian Li, Yifan Shen, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong, Guangyi Chen, Kun Zhang
2025ICLRAnalytic DAG Constraints for Differentiable DAG Learning.Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025ICLRNoisy Test-Time Adaptation in Vision-Language Models.Chentao Cao, Zhun Zhong, Zhanke Zhou, Tongliang Liu, Yang Liu, Kun Zhang, Bo Han
2025ICLRWhen Selection Meets Intervention: Additional Complexities in Causal Discovery.Haoyue Dai, Ignavier Ng, Jianle Sun, Zeyu Tang, Gongxu Luo, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025ICLRIdentification of Intermittent Temporal Latent Process.Yuke Li, Yujia Zheng, Guangyi Chen, Kun Zhang, Heng Huang
2025ICLRPrompting Fairness: Integrating Causality to Debias Large Language Models.Jingling Li, Zeyu Tang, Xiaoyu Liu, Peter Spirtes, Kun Zhang, Liu Leqi, Yang Liu
2025ICLRA Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery.Yingyu Lin, Yuxing Huang, Wenqin Liu, Haoran Deng, Ignavier Ng, Kun Zhang, Mingming Gong, Yian Ma, Biwei Huang
2025ICLRFlow: Modularized Agentic Workflow Automation.Boye Niu, Yiliao Song, Kai Lian, Yifan Shen, Yu Yao, Kun Zhang, Tongliang Liu
2025ICLRDifferentiable Causal Discovery for Latent Hierarchical Causal Models.Parjanya Prajakta Prashant, Ignavier Ng, Kun Zhang, Biwei Huang
2025ICLRCausal Representation Learning from Multimodal Biomedical Observations.Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang
2025ICLRA Conditional Independence Test in the Presence of Discretization.Boyang Sun, Yu Yao, Guang-Yuan Hao, Yumou Qiu, Kun Zhang
2025ICLRCausal Graph Transformer for Treatment Effect Estimation Under Unknown Interference.Anpeng Wu, Haiyi Qiu, Zhengming Chen, Zijian Li, Ruoxuan Xiong, Fei Wu, Kun Zhang
2025ICLRLearning Graph Invariance by Harnessing Spuriosity.Tianjun Yao, Yongqiang Chen, Kai Hu, Tongliang Liu, Kun Zhang, Zhiqiang Shen
2025ICLRA Robust Method to Discover Causal or Anticausal Relation.Yu Yao, Yang Zhou, Bo Han, Mingming Gong, Kun Zhang, Tongliang Liu
2025ICLRBias Mitigation in Graph Diffusion Models.Meng Yu, Kun Zhang
2025ICMLNonparametric Identification of Latent Concepts.Yujia Zheng, Shaoan Xie, Kun Zhang
2025ICMLReflection-Window Decoding: Text Generation with Selective Refinement.Zeyu Tang, Zhenhao Chen, Xiangchen Song, Loka Li, Yunlong Deng, Yifan Shen, Guangyi Chen, Peter Spirtes, Kun Zhang
2025ICMLIdentification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations.Zhengming Chen, Yewei Xia, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai, Kun Zhang
2025ICMLLatent Variable Causal Discovery under Selection Bias.Haoyue Dai, Yiwen Qiu, Ignavier Ng, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025ICMLPermutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data.Xinshuai Dong, Ignavier Ng, Boyang Sun, Haoyue Dai, Guang-Yuan Hao, Shunxing Fan, Peter Spirtes, Yumou Qiu, Kun Zhang
2025ICMLFairness on Principal Stratum: A New Perspective on Counterfactual Fairness.Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
2025ICMLExtracting Rare Dependence Patterns via Adaptive Sample Reweighting.Yiqing Li, Yewei Xia, Xiaofei Wang, Zhengming Chen, Liuhua Peng, Mingming Gong, Kun Zhang
2025ICMLA General Representation-Based Approach to Multi-Source Domain Adaptation.Ignavier Ng, Yan Li, Zijian Li, Yujia Zheng, Guangyi Chen, Kun Zhang
2025ICMLA Sample Efficient Conditional Independence Test in the Presence of Discretization.Boyang Sun, Yu Yao, Xinshuai Dong, Zongfang Liu, Tongliang Liu, Yumou Qiu, Kun Zhang
2025ICMLLearning Vision and Language Concepts for Controllable Image Generation.Shaoan Xie, Lingjing Kong, Yujia Zheng, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang
2025IJCAIEmpowering LLMs with Logical Reasoning: A Comprehensive Survey.Fengxiang Cheng, Haoxuan Li, Fenrong Liu, Robert van Rooij, Kun Zhang, Zhouchen Lin
2025IJCAIMVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification.Chunjiang Wang, Kun Zhang, Yandong Liu, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2025IROSTransformer-Based Multi-Agent Reinforcement Learning Method With Credit-Oriented Strategy Differentiation.Kaixuan Huang, Bo Jin, Kun Zhang, Haiyin Piao, Ziqi Wei
2025KDDExploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education.Pengyang Shao, Yonghui Yang, Chen Gao, Lei Chen, Kun Zhang, Chenyi Zhuang, Le Wu, Yong Li, Meng Wang
2025KDDClassifying Treatment Responders: Bounds and Algorithms.Anpeng Wu, Haoxuan Li, Chunyuan Zheng, Kun Kuang, Kun Zhang
2025WSCEnhanced Derivative-Free Optimization Using Adaptive Correlation-Induced Finite Difference Estimators.Guo Liang, Guangwu Liu, Kun Zhang
2025WSCRegular Tree Search for Simulation Optimization.Du-Yi Wang, Guo Liang, Guangwu Liu, Kun Zhang
2025WWWLearning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang
2025WWWRLG-RAG: Guiding the Knowledge Retrieval and Evaluation in Retrieval-Augmented Generation Framework by Reasoning Logic.Kehan Xu, Kun Zhang, Wei Huang, Jingyuan Li, Yuanzhuo Wang
2025SIGIRRethinking Pseudo Word Learning in Zero-Shot Composed Image Retrieval: From an Object-Aware Perspective.Zhe Li, Lei Zhang, Kun Zhang, Weidong Chen, Yongdong Zhang, Zhendong Mao
2024AAAIIdentification of Causal Structure with Latent Variables Based on Higher Order Cumulants.Wei Chen, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang
2024AAAIACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation.Yuewen Sun, Erli Wang, Biwei Huang, Chaochao Lu, Lu Feng, Changyin Sun, Kun Zhang
2024AAAIS3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment.Sheng Zhang, Muzammal Naseer, Guangyi Chen, Zhiqiang Shen, Salman H. Khan, Kun Zhang, Fahad Khan
2024AAAITree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models.Kun Zhang, Jiali Zeng, Fandong Meng, Yuanzhuo Wang, Shiqi Sun, Long Bai, Huawei Shen, Jie Zhou
2024AAAIIdentification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching.Huatian Zhang, Lei Zhang, Kun Zhang, Zhendong Mao
2024AISTATSLocal Causal Discovery with Linear non-Gaussian Cyclic Models.Haoyue Dai, Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang
2024COLINGVisual-Linguistic Dependency Encoding for Image-Text Retrieval.Wenxin Guo, Lei Zhang, Kun Zhang, Yi Liu, Zhendong Mao
2024CSCWDEI-XIDS: An explainable intrusion detection system based on integration framework.Yang Xu, Chen Li, Kun Zhang, Haojun Xia, Bibo Tu
2024CSCWDCloudFusion: Multi-Source Intrusion Detection in Cloud Environments.Yang Xu, Kun Zhang, Haojun Xia, Bibo Tu, Chen Li
2024ICARCVA Kalman Filter-Based Submersible Position Prediction Model and a Multi-Target Dynamic Search and Rescue Scheme.Yujie Tian, Yuxi Luo, Sitong Zhou, Kun Zhang, Yan Wang
2024ICDMLearning Invariant Features on Graphs by Disentangling Spurious Features.Tianjun Yao, Yongqiang Shen, Zhiqiang Shen, Kun Zhang
2024ICLRLLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer.Guangyi Chen, Yuke Li, Xiao Liu, Zijian Li, Eman Al Suradi, Donglai Wei, Kun Zhang
2024ICLRGene Regulatory Network Inference in the Presence of Dropouts: a Causal View.Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
2024ICLRA Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables.Xinshuai Dong, Biwei Huang, Ignavier Ng, Xiangchen Song, Yujia Zheng, Songyao Jin, Roberto Legaspi, Peter Spirtes, Kun Zhang
2024ICLRStructural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability.Songyao Jin, Feng Xie, Guangyi Chen, Biwei Huang, Zhengming Chen, Xinshuai Dong, Kun Zhang
2024ICLRFederated Causal Discovery from Heterogeneous Data.Loka Li, Ignavier Ng, Gongxu Luo, Biwei Huang, Guangyi Chen, Tongliang Liu, Bin Gu, Kun Zhang
2024ICLRIdentifiable Latent Polynomial Causal Models through the Lens of Change.Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024ICLRCausal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions.Xiu-Chuan Li, Kun Zhang, Tongliang Liu
2024ICLRProcedural Fairness Through Decoupling Objectionable Data Generating Components.Zeyu Tang, Jialu Wang, Yang Liu, Peter Spirtes, Kun Zhang
2024ICMLCausal Representation Learning from Multiple Distributions: A General Setting.Kun Zhang, Shaoan Xie, Ignavier Ng, Yujia Zheng
2024ICMLCaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process.Guangyi Chen, Yifan Shen, Zhenhao Chen, Xiangchen Song, Yuewen Sun, Weiran Yao, Xiao Liu, Kun Zhang
2024ICMLOn the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data.Shunxing Fan, Mingming Gong, Kun Zhang
2024ICMLScore-Based Causal Discovery of Latent Variable Causal Models.Ignavier Ng, Xinshuai Dong, Haoyue Dai, Biwei Huang, Peter Spirtes, Kun Zhang
2024ICMLOptimal Kernel Choice for Score Function-based Causal Discovery.Wenjie Wang, Biwei Huang, Feng Liu, Xinge You, Tongliang Liu, Kun Zhang, Mingming Gong
2024ICMLEmpowering Graph Invariance Learning with Deep Spurious Infomax.Tianjun Yao, Yongqiang Chen, Zhenhao Chen, Kai Hu, Zhiqiang Shen, Kun Zhang
2024ICMLDetecting and Identifying Selection Structure in Sequential Data.Yujia Zheng, Zeyu Tang, Yiwen Qiu, Bernhard Schlkopf, Kun Zhang
2024IGARSSSpaceborne GNSS-R Sea Surface Rainfall Intensity Retrieval Considering the Effects of Wind and Wave.Nianfu Xu, Kegen Yu, Changyang Wang, Kun Zhang, Nanshan Zheng
2024IGARSSPerformance Analysis of Resolving Left/Right Ambiguity in Multichannel Forward-Looking SAR Imaging.Kun Zhang, Rui Chen, Ziwen Wang, Wenchao Li, Jianyu Yang
2024IGARSSMultiple Snapshot Forward-Looking Superresolution Imaging of Coprime Array Radar.Rui Chen, Wenchao Li, Kun Zhang, Kefeng Li, Ziwen Wang, Jianyu Yang
2024IGARSSAn Improved Fusion Scheme for Multichannel Radar Forward-Looking Imaging.Rui Chen, Wenchao Li, Kun Zhang, Kefeng Li, Ziwen Wang, Jianyu Yang
2024IGARSSModified Sparse Bayesian Learning-Based Multichannel Radar Forward Looking Imaging.Kefeng Li, Wenchao Li, Rui Chen, Kun Zhang, Deqing Mao, Jianyu Yang
2024ISCASSelf-aware Cross-component Prediction Model Based on Template for Screen Content Coding.Kun Zhang, Hongxin Qiu, Zhikai Liu, Fan Liang, Wei Sun
2024ISMA Power-Law Transformation Approach for Template-Based Cross-Component Prediction.Zhikai Liu, Kun Zhang, Xin-Yi Cui, Wei Sun, Fan Liang
2024ISPAUsing KVM Events to Detect VM Memory-Sharing Lateral Movement Attacks in a Virtualized Environment.Kun Zhang, Junchao Ma, Chen Li
2024KDDPath-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis.Dacao Zhang, Kun Zhang, Le Wu, Mi Tian, Richang Hong, Meng Wang
2024MMMA Custom GAN-Based Robust Algorithm for Medical Image Watermarking.Kun Zhang, Chunling Gao, Shuangyuan Yang
2024PersuasiveCounterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome.Donghuo Zeng, Roberto Sebastian Legaspi, Yuewen Sun, Xinshuai Dong, Kazushi Ikeda, Peter Spirtes, Kun Zhang
2024RecSysScene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization in CTR Prediction.Wenhao Li, Jie Zhou, Chuan Luo, Chao Tang, Kun Zhang, Shixiong Zhao
2024SMCA Tube Model Predictive Control Approach for Virtually Coupled Train Set with Nonlinear Relative-Braking Distance.Xiaobin Pu, Liqun Fan, Qiusheng Liu, Xiaolin Luo, Qingdong Jia, Kaixuan Li, Kun Zhang, Hongjie Liu
2024WSCAn Efficient Finite-Difference Approximation.Guo Liang, Guangwu Liu, Kun Zhang
2024WSCA Tutorial on Nested Simulation.Guangwu Liu, Kun Zhang
2024WWWConsistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction.Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria
2024WWWMuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification.Tianjun Yao, Jiaqi Sun, Defu Cao, Kun Zhang, Guangyi Chen
2024SDMRobust Sparse Online Learning for Data Streams with Streaming Features.Zhong Chen, Yi He, Di Wu, Huixin Zhan, Victor S. Sheng, Kun Zhang
2023AAAIMeasuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract).Huixin Zhan, Kun Zhang, Keyi Lu, Victor S. Sheng
2023AAAIFair Representation Learning for Recommendation: A Mutual Information Perspective.Chen Zhao, Le Wu, Pengyang Shao, Kun Zhang, Richang Hong, Meng Wang
2023ACLUncertainty Guided Label Denoising for Document-level Distant Relation Extraction.Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria
2023CIKMMasked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model.Wentao Ouyang, Xiuwu Zhang, Chaofeng Guo, Shukui Ren, Yupei Sui, Kun Zhang, Jinmei Luo, Yunfeng Chen, Dongbo Xu, Xiangzheng Liu, Yanlong Du
2023CIKMSimplex2vec Backward: From Vectors Back to Simplicial Complex.Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng
2023CVPRUnsupervised Sampling Promoting for Stochastic Human Trajectory Prediction.Guangyi Chen, Zhenhao Chen, Shunxing Fan, Kun Zhang
2023CVPRUnderstanding Masked Autoencoders via Hierarchical Latent Variable Models.Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2023CVPRUnpaired Image-to-Image Translation with Shortest Path Regularization.Shaoan Xie, Yanwu Xu, Mingming Gong, Kun Zhang
2023CVPRSmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model.Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang
2023DSAADefending the Graph Reconstruction Attacks for Simplicial Neural Networks.Huixin Zhan, Liyuan Gao, Kun Zhang, Zhong Chen, Victor S. Sheng
2023EMNLPFactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation.Kun Zhang, Oana Balalau, Ioana Manolescu
2023EMNLPReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation.Kun Zhang, Xiexiong Lin, Yuanzhuo Wang, Xin Zhang, Fei Sun, Jianhe Cen, Hexiang Tan, Xuhui Jiang, Huawei Shen
2023GLOBECOMFedADP: Communication-Efficient by Model Pruning for Federated Learning.Haiyang Liu, Yuliang Shi, Zhiyuan Su, Kun Zhang, Xinjun Wang, Zhongmin Yan, Fanyu Kong
2023ICASSPKeyword-Specific Acoustic Model Pruning for Open-Vocabulary Keyword Spotting.Yujie Yang, Kun Zhang, Zhiyong Wu, Helen Meng
2023ICCVTem-adapter: Adapting Image-Text Pretraining for Video Question Answer.Guangyi Chen, Xiao Liu, Guangrun Wang, Kun Zhang, Philip H. S. Torr, Xiao-Ping Zhang, Yansong Tang
2023ICDEHiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction.Jie Zhou, Xianshuai Cao, Wenhao Li, Lin Bo, Kun Zhang, Chuan Luo, Qian Yu
2023ICIPTransformation Consistency for Remote Sensing Image Super-Resolution.Kai Deng, Ping Yao, Siyuan Cheng, Junyu Bi, Kun Zhang
2023ICLRPLOT: Prompt Learning with Optimal Transport for Vision-Language Models.Guangyi Chen, Weiran Yao, Xiangchen Song, Xinyue Li, Yongming Rao, Kun Zhang
2023ICLRCalibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems.Yewen Fan, Nian Si, Kun Zhang
2023ICLRGAIN: On the Generalization of Instructional Action Understanding.Junlong Li, Guangyi Chen, Yansong Tang, Jinan Bao, Kun Zhang, Jie Zhou, Jiwen Lu
2023ICLRTier Balancing: Towards Dynamic Fairness over Underlying Causal Factors.Zeyu Tang, Yatong Chen, Yang Liu, Kun Zhang
2023ICLRCausal Balancing for Domain Generalization.Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, William Yang Wang
2023ICLRMulti-domain image generation and translation with identifiability guarantees.Shaoan Xie, Lingjing Kong, Mingming Gong, Kun Zhang
2023ICLRGeneralized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks.Yujia Zheng, Ignavier Ng, Yewen Fan, Kun Zhang
2023ICMLEvolving Semantic Prototype Improves Generative Zero-Shot Learning.Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang
2023ICMLCausal Discovery with Latent Confounders Based on Higher-Order Cumulants.Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang
2023ICMLModel Transferability with Responsive Decision Subjects.Yatong Chen, Zeyu Tang, Kun Zhang, Yang Liu
2023ICMLIdentifiability of Label Noise Transition Matrix.Yang Liu, Hao Cheng, Kun Zhang
2023ICMLFeature Expansion for Graph Neural Networks.Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng Xu, Kun Zhang, Yujiu Yang
2023ICMLWhich is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?Yu Yao, Mingming Gong, Yuxuan Du, Jun Yu, Bo Han, Kun Zhang, Tongliang Liu
2023ICONIPMembership Inference Attacks Against Medical Databases.Tianxiang Xu, Chang Liu, Kun Zhang, Jianlin Zhang
2023IROSPOMDP-Guided Active Force-Based Search for Robotic Insertion.Chen Wang, Haoxiang Luo, Kun Zhang, Hua Chen, Jia Pan, Wei Zhang
2023ICRAVision-based Six-Dimensional Peg-in-Hole for Practical Connector Insertion.Kun Zhang, Chen Wang, Hua Chen, Jia Pan, Michael Yu Wang, Wei Zhang
2023KDDImproving the Expressiveness of K-hop Message-Passing GNNs by Injecting Contextualized Substructure Information.Tianjun Yao, Yingxu Wang, Kun Zhang, Shangsong Liang
2023KDDCFGL-LCR: A Counterfactual Graph Learning Framework for Legal Case Retrieval.Kun Zhang, Chong Chen, Yuanzhuo Wang, Qi Tian, Long Bai
2023KSEMDeep Reinforcement Learning for Group-Aware Robot Navigation in Crowds.Xianwei Zhou, Xin Ye, Kun Zhang, Songsen Yu
2023WWWImproving Recommendation Fairness via Data Augmentation.Lei Chen, Le Wu, Kun Zhang, Richang Hong, Defu Lian, Zhiqiang Zhang, Jun Zhou, Meng Wang
2023SIGIRTopic-enhanced Graph Neural Networks for Extraction-based Explainable Recommendation.Jie Shuai, Le Wu, Kun Zhang, Peijie Sun, Richang Hong, Meng Wang
2023SIGIRGenerative-Contrastive Graph Learning for Recommendation.Yonghui Yang, Zhengwei Wu, Le Wu, Kun Zhang, Richang Hong, Zhiqiang Zhang, Jun Zhou, Meng Wang
2022AAAIResidual Similarity Based Conditional Independence Test and Its Application in Causal Discovery.Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan
2022AAAIIdentification of Linear Latent Variable Model with Arbitrary Distribution.Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai
2022AAAIShow Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching.Huatian Zhang, Zhendong Mao, Kun Zhang, Yongdong Zhang
2022AAAIInvariant Action Effect Model for Reinforcement Learning.Zheng-Mao Zhu, Shengyi Jiang, Yu-Ren Liu, Yang Yu, Kun Zhang
2022ACLIncorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis.Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen
2022AISTATSTowards Federated Bayesian Network Structure Learning with Continuous Optimization.Ignavier Ng, Kun Zhang
2022AISTATSOn the Convergence of Continuous Constrained Optimization for Structure Learning.Ignavier Ng, Sbastien Lachapelle, Nan Rosemary Ke, Simon Lacoste-Julien, Kun Zhang
2022CGIWEmap: Weakness-Enhancement Mapping for 3D Reconstruction with Sparse Image Sequences.Kun Zhang, Chunying Song, Jingzhao Wang, Kai Wang, Nan Yun
2022COLINGMeta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases.Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Wei Li, Xuhui Jiang, Huawei Shen, Xueqi Cheng
2022CSCWDEvaluation and Optimization on Virtualization Performance Cost under Semantic Gap.Qi Wang, Haojun Xia, Kun Zhang, Bibo Tu
2022CVPRMaximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation.Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich
2022CVPRAlleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint.Jiaxian Guo, Jiachen Li, Huan Fu, Mingming Gong, Kun Zhang, Dacheng Tao
2022CVPRNegative-Aware Attention Framework for Image-Text Matching.Kun Zhang, Zhendong Mao, Quan Wang, Yongdong Zhang
2022EMNLPCausalNLP Tutorial: An Introduction to Causality for Natural Language Processing.Zhijing Jin, Amir Feder, Kun Zhang
2022ICDMProjection Dual Averaging Based Second-order Online Learning.Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
2022ICLRAdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.Biwei Huang, Fan Feng, Chaochao Lu, Sara Magliacane, Kun Zhang
2022ICLRConditional Contrastive Learning with Kernel.Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022ICLROptimal Transport for Causal Discovery.Ruibo Tu, Kun Zhang, Hedvig Kjellstrm, Cheng Zhang
2022ICLRLearning Temporally Causal Latent Processes from General Temporal Data.Weiran Yao, Yuewen Sun, Alex Ho, Changyin Sun, Kun Zhang
2022ICLRAdversarial Robustness Through the Lens of Causality.Yonggang Zhang, Mingming Gong, Tongliang Liu, Gang Niu, Xinmei Tian, Bo Han, Bernhard Schlkopf, Kun Zhang
2022ICMLGLaM: Efficient Scaling of Language Models with Mixture-of-Experts.Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui
2022ICMLAction-Sufficient State Representation Learning for Control with Structural Constraints.Biwei Huang, Chaochao Lu, Liu Leqi, Jos Miguel Hernndez-Lobato, Clark Glymour, Bernhard Schlkopf, Kun Zhang
2022ICMLPartial disentanglement for domain adaptation.Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang
2022ICMLIdentification of Linear Non-Gaussian Latent Hierarchical Structure.Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
2022IGARSSTest Of An Intermediate Frequency Module For Hyperspectral Microwave Radiometers.Xun Gong, Ling Tong, Bo Gao, Peicheng Wang, Xinyi Gao, Kun Zhang, Junxiang Feng
2022WSCPortfolio Risk Measurement via Stochastic Mesh with Average Weight.Ben Feng, Guangwu Liu, Kun Zhang
2022SIGIRA Review-aware Graph Contrastive Learning Framework for Recommendation.Jie Shuai, Kun Zhang, Le Wu, Peijie Sun, Richang Hong, Meng Wang, Yong Li
2022SIGIRGraph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen
2021AAAIImproving Causal Discovery By Optimal Bayesian Network Learning.Ni Y. Lu, Kun Zhang, Changhe Yuan
2021AAAIIdeography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification.Hanqing Tao, Shiwei Tong, Kun Zhang, Tong Xu, Qi Liu, Enhong Chen, Min Hou
2021AAAIDeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding.Zhicheng Wang, Biwei Huang, Shikui Tu, Kun Zhang, Lei Xu
2021AAAIMaking the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching.Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan
2021AAAITesting Independence Between Linear Combinations for Causal Discovery.Hao Zhang, Kun Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang
2021ACMLKHuixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng
2021CIKMMulti-objective Privacy-preserving Text Representation Learning.Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng
2021FedCSISDesign and application of facial expression analysis system in empathy ability of children with autism spectrum disorder.Chen Guo, Kun Zhang, Jingying Chen, Ruyi Xu, Lei Gao
2021GLOBECOMHyperKRP: A Kernel Runtime Security Architecture with A Tiny Hypervisor on Commodity Hardware.Kunli Lin, Wenqing Liu, Kun Zhang, Haojun Xia, Bibo Tu
2021ICASSPSkip Attention GAN for Remote Sensing Image Synthesis.Kai Deng, Kun Zhang, Ping Yao, Siyuan Cheng, Peng He
2021ICCVDAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis.Shulan Ruan, Yong Zhang, Kun Zhang, Yanbo Fan, Fan Tang, Qi Liu, Enhong Chen
2021ICCVUnaligned Image-to-Image Translation by Learning to Reweight.Shaoan Xie, Mingming Gong, Yanwu Xu, Kun Zhang
2021IGARSSDesign and Experiment of a Hollow Structure Microwave Humidity Sensor.Kun Zhang, Bo Gao, Jiangwu Wen, Xun Gong, Peicheng Wang, Ling Tong
2021IJCAIProgressive Open-Domain Response Generation with Multiple Controllable Attributes.Haiqin Yang, Xiaoyuan Yao, Yiqun Duan, Jianping Shen, Jie Zhong, Kun Zhang
2021IPECIndividual and Institutional Investor: Who is More Rational.Kun Zhang, Deyan Long
2021ICRAState Estimation for Hybrid Wheeled-Legged Robots Performing Mobile Manipulation Tasks.Yangwei You, Samuel Cheong, Tai Pang Chen, Yuda Chen, Kun Zhang, Cihan Acar, Fon Lin Lai, Albertus Hendrawan Adiwahono, Keng Peng Tee
2021IGARSSMulti-Label Hyperspectral Classification with Discriminative Features.Shuai Fang, Kun Zhang, YiBin Wang, Jing Zhang, Yang Cao, Weikai Shi
2021IGARSSDesign of Intermediate Frequency Module of Microwave Radiometer Based on Polyphase Filter Bank.Shijian Fu, Ling Tong, Xun Gong, Xinyi Gao, Peicheng Wang, Bo Gao, Yukai Liu, Kun Zhang, Hao Li, Weilai Zhou, Yinan Li, Jiakun Wang
2021ISPAAddrArmor: An Address-based Runtime Code-reuse Attack Mitigation for Shared Objects at the Binary-level.Kunli Lin, Haojun Xia, Kun Zhang, Bibo Tu
2021PLDIAKG: automatic kernel generation for neural processing units using polyhedral transformations.Jie Zhao, Bojie Li, Wang Nie, Zhen Geng, Renwei Zhang, Xiong Gao, Bin Cheng, Chen Wu, Yun Cheng, Zheng Li, Peng Di, Kun Zhang, Xuefeng Jin
2021SIGIRSet2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation.Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang
2021SIGIRLearning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction.Wentao Ouyang, Xiuwu Zhang, Shukui Ren, Li Li, Kun Zhang, Jinmei Luo, Zhaojie Liu, Yanlong Du
2021SIGIRPrivileged Graph Distillation for Cold Start Recommendation.Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang
2021SIGIREnhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization.Yonghui Yang, Le Wu, Richang Hong, Kun Zhang, Meng Wang
2021TrustComRemote Attestation of Large-scale Virtual Machines in the Cloud Data Center.Jie Cheng, Kun Zhang, Bibo Tu
2021TrustComLog-based Anomaly Detection from Multi-view by Associating Anomaly Scores with User Trust.Lin Wang, Kun Zhang, Chen Li, Bibo Tu
2020AAAICompressed Self-Attention for Deep Metric Learning.Ziye Chen, Mingming Gong, Yanwu Xu, Chaohui Wang, Kun Zhang, Bo Du
2020AAAIRevisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach.Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang
2020AAAICausal Discovery from Multiple Data Sets with Non-Identical Variable Sets.Biwei Huang, Kun Zhang, Mingming Gong, Clark Glymour
2020AAAIGenerative-Discriminative Complementary Learning.Yanwu Xu, Mingming Gong, Junxiang Chen, Tongliang Liu, Kun Zhang, Kayhan Batmanghelich
2020AAAIGated Convolutional Networks with Hybrid Connectivity for Image Classification.Chuanguang Yang, Zhulin An, Hui Zhu, Xiaolong Hu, Kun Zhang, Kaiqiang Xu, Chao Li, Yongjun Xu
2020AAAIPIDS: An Intelligent Electric Power Management Platform.Yongqing Zheng, Han Yu, Yuliang Shi, Kun Zhang, Shuai Zhen, Lizhen Cui, Cyril Leung, Chunyan Miao
2020CIKMHierarchical Query Graph Generation for Complex Question Answering over Knowledge Graph.Yunqi Qiu, Kun Zhang, Yuanzhuo Wang, Xiaolong Jin, Long Bai, Saiping Guan, Xueqi Cheng
2020ECCVAdaptive Task Sampling for Meta-learning.Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang, Kun Zhang, Steven C. H. Hoi
2020ICIPLearning Enhanced Resolution-Wise Features For Human Pose Estimation.Kun Zhang, Peng He, Ping Yao, Ge Chen, Rui Wu, Min Du, Huimin Li, Li Fu, Tianyao Zheng
2020ICMLCharacterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs.AmirEmad Ghassami, Alan Yang, Negar Kiyavash, Kun Zhang
2020ICMLLTF: A Label Transformation Framework for Correcting Label Shift.Jiaxian Guo, Mingming Gong, Tongliang Liu, Kun Zhang, Dacheng Tao
2020ICMLLabel-Noise Robust Domain Adaptation.Xiyu Yu, Tongliang Liu, Mingming Gong, Kun Zhang, Kayhan Batmanghelich, Dacheng Tao
2020InterspeechRe-Weighted Interval Loss for Handling Data Imbalance Problem of End-to-End Keyword Spotting.Kun Zhang, Zhiyong Wu, Daode Yuan, Jian Luan, Jia Jia, Helen Meng, Binheng Song
2020ICWSA Co-Attention Model with Sequential Behaviors and Side Information for Session- based Recommendation.Lin Li, Yuliang Shi, Kun Zhang, Yongjian Ren
2020IGARSSProgress Toward Evaluating Prelaunch Thermal Vacuum Tests of the JPSS-2 CRIS Instrument.Peter J. Beierle, Flavio Iturbide-Sanchez, Yong Chen, Denis Tremblay, Kun Zhang, Erin Lynch, David Johnson, Lawrence Suwinski
2020ISCASEfficient Time-Domain In-Memory Computing Based on TST-MRAM.Jinkai Wang, Yue Zhang, Chenyu Lian, Yining Bai, Zhe Huang, Guanda Wang, Kun Zhang, Youguang Zhang, Weisheng Zhao
2020KDDPreface: The 2020 ACM SIGKDD Workshop on Causal Discovery.Thuc Duy Le, Lin Liu, Kun Zhang, Emre Kiciman, Peng Cui, Aapo Hyvrinen
2020KDDDeep State-Space Generative Model For Correlated Time-to-Event Predictions.Yuan Xue, Denny Zhou, Nan Du, Andrew M. Dai, Zhen Xu, Kun Zhang, Claire Cui
2020WWWDual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation.Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang
2020SIGIRJoint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach.Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang
2020WSDMStepwise Reasoning for Multi-Relation Question Answering over Knowledge Graph with Weak Supervision.Yunqi Qiu, Yuanzhuo Wang, Xiaolong Jin, Kun Zhang
2020SERVICESSoftKG: Building A Software Development Knowledge Graph through Wikipedia Taxonomy.Jihu Wang, Xueliang Shi, Lin Cheng, Kun Zhang, Yuliang Shi
2019AAAICounting and Sampling from Markov Equivalent DAGs Using Clique Trees.AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Kun Zhang
2019AAAIDRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.Kun Zhang, Guangyi Lv, Linyuan Wang, Le Wu, Enhong Chen, Fangzhao Wu, Xing Xie
2019ACLNeural News Recommendation with Long- and Short-term User Representations.Mingxiao An, Fangzhao Wu, Chuhan Wu, Kun Zhang, Zheng Liu, Xing Xie
2019AISTATSLow-Dimensional Density Ratio Estimation for Covariate Shift Correction.Petar Stojanov, Mingming Gong, Jaime G. Carbonell, Kun Zhang
2019AISTATSData-Driven Approach to Multiple-Source Domain Adaptation.Petar Stojanov, Mingming Gong, Jaime G. Carbonell, Kun Zhang
2019AISTATSCausal Discovery in the Presence of Missing Data.Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellstrm, Kun Zhang
2019APWEBMedical Treatment Migration Prediction in Healthcare via Attention-Based Bidirectional GRU.Lin Cheng, Yongjian Ren, Kun Zhang, Yuliang Shi
2019APWEBWRL: A Combined Model for Short-Term Load Forecasting.Yuecan Liu, Kun Zhang, Shuai Zhen, Yongming Guan, Yuliang Shi
2019APWEBA Survival Certification Model Based on Active Learning over Medical Insurance Data.Yongjian Ren, Kun Zhang, Yuliang Shi
2019CIKMPRNet: Outdoor Position Recovery for Heterogenous Telco Data by Deep Neural Network.Yige Zhang, Weixiong Rao, Kun Zhang, Mingxuan Yuan, Jia Zeng
2019CVPRGeometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping.Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao
2019DASFAAHospitalization Behavior Prediction Based on Attention and Time Adjustment Factors in Bidirectional LSTM.Lin Cheng, Yongjian Ren, Kun Zhang, Li Pan, Yuliang Shi
2019DASFAASentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains.Guangyi Lv, Shuai Wang, Bing Liu, Enhong Chen, Kun Zhang
2019HCIResearch on the Information Layout of HMDs Based on Flight Missions and Visual Cognition.Jiang Shao, Jun Yao, Kun Zhang, Ketong Yan
2019HPCCHyperPS: A Hypervisor Monitoring Approach Based on Privilege Separation.Wenqing Liu, Kun Zhang, Bibo Tu, Kunli Lin
2019ICDMDeep Technology Tracing for High-Tech Companies.Han Wu, Kun Zhang, Guangyi Lv, Qi Liu, Runlong Yu, Weihao Zhao, Enhong Chen, Jianhui Ma
2019ICMLOn Learning Invariant Representations for Domain Adaptation.Han Zhao, Remi Tachet des Combes, Kun Zhang, Geoffrey J. Gordon
2019ICMLCausal Discovery and Forecasting in Nonstationary Environments with State-Space Models.Biwei Huang, Kun Zhang, Mingming Gong, Clark Glymour
2019IJCAILearning Disentangled Semantic Representation for Domain Adaptation.Ruichu Cai, Zijian Li, Pengfei Wei, Jie Qiao, Kun Zhang, Zhifeng Hao
2019IJCAICausal Discovery with Cascade Nonlinear Additive Noise Model.Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao
2019IJCAIIntelligent Decision Support for Improving Power Management.Yongqing Zheng, Han Yu, Kun Zhang, Yuliang Shi, Cyril Leung, Chunyan Miao
2019IROSSparse-3D Lidar Outdoor Map-Based Autonomous Vehicle Localization.Syed Zeeshan Ahmed, Vincensius Billy Saputra, Saurab Verma, Kun Zhang, Albertus Hendrawan Adiwahono
2019KDDPreface: The 2019 ACM SIGKDD Workshop on Causal Discovery.Thuc Duy Le, Jiuyong Li, Kun Zhang, Emre Kiciman, Peng Cui, Aapo Hyvrinen
2019PAKDDContext-Aware Dual-Attention Network for Natural Language Inference.Kun Zhang, Guangyi Lv, Enhong Chen, Le Wu, Qi Liu, C. L. Philip Chen
2019PRICAIDeep Learning Method with Attention for Extreme Multi-label Text Classification.Si Chen, Liangguo Wang, Wan Li, Kun Zhang
2019VTCDoppler Frequency Trajectories of the Mechanical Robot Arm and Automated Guided Vehicle in Industrial Scenarios.Kun Zhang, Liu Liu, Cheng Tao, Ze Yuan, Tao Zhou, Chencheng Qiu
2019WSCAn Upper Confidence Bound Approach to Estimating Coherent Risk Measures.Guangwu Liu, Wen Shi, Kun Zhang
2019TrustComHyperMI: A Privilege-level VM Protection Approach against Compromised Hypervisor.Kunli Lin, Wenqing Liu, Kun Zhang, Bibo Tu
2019UAIDomain Generalization via Multidomain Discriminant Analysis.Shoubo Hu, Kun Zhang, Zhitang Chen, Laiwan Chan
2019UAICausal Discovery with General Non-Linear Relationships using Non-Linear ICA.Ricardo Pio Monti, Kun Zhang, Aapo Hyvrinen
2019SIGMETRICSHyperBench: A Benchmark Suite for Virtualization Capabilities.Song Wei, Kun Zhang, Bibo Tu
2018AAAILearning Vector Autoregressive Models With Latent Processes.Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang
2018AAAICollaborative Filtering With Social Exposure: A Modular Approach to Social Recommendation.Menghan Wang, Xiaolin Zheng, Yang Yang, Kun Zhang
2018BMVCDeep Learning intra-image and inter-images features for Co-saliency detection.Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
2018BMVCA Novel Method For Unsupervised Scanner-Invariance Using A Dual-Channel Auto-Encoder Model.Andrew D. Moyes, Kun Zhang, Liping Wang, Ming Ji, Danny Crookes, Huiyu Zhou
2018ECCVDeep Domain Generalization via Conditional Invariant Adversarial Networks.Ya Li, Xinmei Tian, Mingming Gong, Yajing Liu, Tongliang Liu, Kun Zhang, Dacheng Tao
2018ICA3PPAdaptive Data Sampling Mechanism for Process Object.Yongzheng Lin, Hong Liu, Zhenxiang Chen, Kun Zhang, Kun Ma
2018ICARCVOptimized Vehicle Localization Based on Surveyed-Maps in Urban Environment.Syed Zeeshan Ahmed, Kun Zhang, Vincensius Billy Saputra, C. H. Pang, Y. Chen
2018ICARCVTask Allocation Method for Multi-UAV Teams with Limited Communication Bandwidth.Xiaowei Fu, Jing Pan, Xiaoguang Gao, Bin Li, Jun Chen, Kun Zhang
2018ICDMImage-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Han Wu, Fangzhao Wu
2018ICICSPCA: Page Correlation Aggregation for Memory Deduplication in Virtualized Environments.Min Zhu, Kun Zhang, Bibo Tu
2018IGARSSDevelopment of 3-D Analytic Radiative Transfer Model Based on the Umrt Model and Horizontal Perturbation Series.Kun Zhang, Albin J. Gasiewski
2018IGARSSEnd to End Simulation Study of Geostaionary Passive Microwave Atmospheric Sounding.Ke Chen, Albin J. Gasiewski, Kun Zhang, Liang Lang, Liangqi Gui, Qingxia Li, Ye He
2018KDDGeneralized Score Functions for Causal Discovery.Biwei Huang, Kun Zhang, Yizhu Lin, Bernhard Schlkopf, Clark Glymour
2018KDDPreface: The 2018 ACM SIGKDD Workshop on Causal Discovery.Thuc Duy Le, Kun Zhang, Emre Kiciman, Aapo Hyvrinen, Lin Liu
2018KDDXiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin, Jiawei Li, Kun Zhang, Guang Zhou, Furu Wei, Yuanchun Xu, Enhong Chen
2018MICCAIMulti-scale Masked 3-D U-Net for Brain Tumor Segmentation.Yanwu Xu, Mingming Gong, Huan Fu, Dacheng Tao, Kun Zhang, Kayhan Batmanghelich
2018UAICausal Discovery with Linear Non-Gaussian Models under Measurement Error: Structural Identifiability Results.Kun Zhang, Mingming Gong, Joseph D. Ramsey, Kayhan Batmanghelich, Peter Spirtes, Clark Glymour
2017AAAIA Context-Enriched Neural Network Method for Recognizing Lexical Entailment.Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv
2017AAAICausal Discovery Using Regression-Based Conditional Independence Tests.Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan
2017FedCSISDesign and Implementation of Fire Safety Education System on Campus based on Virtual Reality Technology.Kun Zhang, Jintao Suo, Jingying Chen, Xiaodi Liu, Lei Gao
2017ICDMBehind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows.Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schlkopf
2017IGARSSSymmetry analysis of DDSCAT-based phase matrix for 3-D microwave RT model development.Kun Zhang, Albin J. Gasiewski
2017IJCAICausal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination.Kun Zhang, Biwei Huang, Jiji Zhang, Clark Glymour, Bernhard Schlkopf
2017ICPRAMAn Action Unit based Hierarchical Random Forest Model to Facial Expression Recognition.Jingying Chen, Mulan Zhang, Xianglong Xue, Ruyi Xu, Kun Zhang
2017IECONA research on the large-power rectifier real-time loss testing.Zhihao Ning, Can Wang, Yuyao Luo, Xiao Luo, Keren Zhang, Kun Zhang
2017IGARSSSimulation analysis of geostionary passive microwave observation for tropical cyclone.Ke Chen, Albin J. Gasiewski, Kun Zhang, Gongwei Li, Wei Guo, Liang Lang, Anjie Cao
2017WSCA misspecification test for simulation metamodels.Shiyu Wang, Guangwu Liu, Kun Zhang
2017WSCPortfolio risk measurement via stochastic mesh.Kun Zhang, Guangwu Liu, Shiyu Wang
2017UAICausal Discovery from Temporally Aggregated Time Series.Mingming Gong, Kun Zhang, Bernhard Schlkopf, Clark Glymour, Dacheng Tao
2017SDMCSTG: An Effective Framework for Cost-sensitive Sparse Online Learning.Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang
2016BMVCMulti-scale Colorectal Tumour Segmentation Using a Novel Coarse to Fine Strategy.Kun Zhang, Danny Crookes, Jim Diamond, Minrui Fei, Jianguo Wu, Peijian Zhang, Huiyu Zhou
2016CECOn the use of immune clone optimization for unconstrained multi-objective resource allocation in the cognitive OFDMA networks.Ronghua Shang, Weitong Zhang, Ailing Wen, Kun Zhang, Licheng Jiao
2016ICA3PPDeciding the Deadlock and Livelock in a Petri Net with a Target Marking Based on Its Basic Unfolding.Guanjun Liu, Kun Zhang, Changjun Jiang
2016ICMLDomain Adaptation with Conditional Transferable Components.Mingming Gong, Kun Zhang, Tongliang Liu, Dacheng Tao, Clark Glymour, Bernhard Schlkopf
2016IGARSSMicrowave CubeSat fleet simulation for hydrometric tracking in severe weather.Kun Zhang, Albin J. Gasiewski
2016ICPRAMMulti-person Visual Focus of Attention from Head Pose on a Natural Classroom.Yuanyuan Liu, Leyuan Liu, Jingying Chen, Chunyan Su, Kun Zhang
2016IGARSSPerormance evaluation of radiative transfer models of satellite atmospheric microwave sounding for data assimilation.Gongwei Li, Ke Chen, Albin J. Gasiewski, Kun Zhang, Qingxia Li, Li Zhang, Ye He, Anjie Cao
2016UAILearning Network of Multivariate Hawkes Processes: A Time Series Approach.Jalal Etesami, Negar Kiyavash, Kun Zhang, Kushagra Singhal
2016UAIOn the Identifiability and Estimation of Functional Causal Models in the Presence of Outcome-Dependent Selection.Kun Zhang, Jiji Zhang, Biwei Huang, Bernhard Schlkopf, Clark Glymour
2015AAAIMulti-Source Domain Adaptation: A Causal View.Kun Zhang, Mingming Gong, Bernhard Schlkopf
2015CAIPPlane-Fitting Robust Registration for Complex 3D Models.Yuan Cheng, Shudong Xie, Wee Kheng Leow, Kun Zhang
2015CAIPPerformance Analysis of Active Shape Reconstruction of Fractured, Incomplete Skulls.Kun Zhang, Wee Kheng Leow, Yuan Cheng