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Yi Chang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

224

Venues

34

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

224 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISpatio-Temporal Context Learning with Temporal Difference Convolution for Moving Infrared Small Target Detection.Houzhang Fang, Shukai Guo, Qiuhuan Chen, Yi Chang, Luxin Yan
2026AAAIBlur-Robust Detection via Feature Restoration: An End-to-End Framework for Prior-Guided Infrared UAV Target Detection.Xiaolin Wang, Houzhang Fang, Qingshan Li, Lu Wang, Yi Chang, Luxin Yan
2026ACLSOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling.Yupeng Chang, Yuan Wu, Yi Chang
2026ACLBV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards.Yupeng Chang, Yuan Wu, Yi Chang
2026ACLSEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering.Yuqing Fu, Yimin Deng, Wanyu Wang, Yuhao Wang, Yejing Wang, Hongshi Liu, Yiqi Wang, Xiao Han, Maolin Wang, Guoshuai Zhao, Yi Chang, Xiangyu Zhao
2026ACLAGGC: Adaptive Group Gradient Clipping for Stabilizing Large Language Model Training.Zhiyuan Li, Yuan Wu, Yi Chang
2026ACLWhen Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents.Liang-Bo Ning, Yuchen Zhu, Heqing Huang, Xin Wang, Yi Chang, Qing Li, Wenqi Fan
2026ACLRethinking Retrieval-Augmented Generation as a Cooperative Decision-Making Problem.Lichang Song, Ting Long, Yi Chang
2026ACLA Survey of Retentive Network.Haiqi Yang, Zhiyuan Li, Yi Chang, Yuan Wu
2026DASFAAImproving Question Recommendation Through Oracle Recommendation Imitation.Haipeng Liu, Ting Long, Yixiang Shan, Liang Yin, Yi Chang
2026KDDEnhancing Multimodal Recommendation via Multimodal Representation Calibration in Spectral Domain.Minghui Wang, Tingting Zhang, Yu Li, Yi Chang
2025AAAIConcept Matching with Agent for Out-of-Distribution Detection.Yuxiao Lee, Xiaofeng Cao, Jingcai Guo, Wei Ye, Qing Guo, Yi Chang
2025AAAISIGMA: Selective Gated Mamba for Sequential Recommendation.Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao
2025AAAILeveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization.Haozhen Zhang, Zhaogeng Liu, Bin Gu, Yi Chang
2025ACLTraining-free LLM Merging for Multi-task Learning.Zichuan Fu, Xian Wu, Yejing Wang, Wanyu Wang, Shanshan Ye, Hongzhi Yin, Yi Chang, Yefeng Zheng, Xiangyu Zhao
2025ACLStructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following.Jinnan Li, Jinzhe Li, Yue Wang, Yi Chang, Yuan Wu
2025CVPRCGMatch: A Different Perspective of Semi-supervised Learning.Bo Cheng, Jueqing Lu, Yuan Tian, Haifeng Zhao, Yi Chang, Lan Du
2025CVPROmniStereo: Real-time Omnidireactional Depth Estimation with Multiview Fisheye Cameras.Jiaxi Deng, Yushen Wang, Haitao Meng, Zuoxun Hou, Yi Chang, Gang Chen
2025CVPRDetection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection.Houzhang Fang, Xiaolin Wang, Zengyang Li, Lu Wang, Qingshan Li, Yi Chang, Luxin Yan
2025CVPRTimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion.Haoyue Liu, Jinghan Xu, Yi Chang, Hanyu Zhou, Haozhi Zhao, Lin Wang, Luxin Yan
2025CVPRQuery Efficient Black-Box Visual Prompting with Subspace Learning.Zhaogeng Liu, Haozhen Zhang, Hualin Zhang, Xingchen Li, Wanli Shi, Bin Gu, Yi Chang
2025CVPRBeyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning.Hairui Ren, Fan Tang, He Zhao, Zixuan Wang, Dandan Guo, Yi Chang
2025CVPRFedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors.Changlong Shi, He Zhao, Bingjie Zhang, Mingyuan Zhou, Dandan Guo, Yi Chang
2025CVPRBridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow.Hanyu Zhou, Haonan Wang, Haoyue Liu, Yuxing Duan, Yi Chang, Luxin Yan
2025ECAIFaster Lifting for Ordered Domains with Predecessor Relations.Kuncheng Zou, Jiahao Mai, Yonggang Zhang, Yuyi Wang, Ondrej Kuzelka, Yuanhong Wang, Yi Chang
2025EMNLPLoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization.Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu
2025EMNLPNLoRA: Nystrm-Initiated Low-Rank Adaptation for Large Language Models.Chenlu Guo, Yi Chang, Yuan Wu
2025EMNLPDon't Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models.Jinzhe Li, Gengxu Li, Yi Chang, Yuan Wu
2025EMNLPR-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning.Jinda Liu, Yi Chang, Yuan Wu
2025EMNLPLarge Language Model Evaluation via Matrix Nuclear-Norm.Yahan Li, Tingyu Xia, Yuan Wu, Yi Chang
2025EMNLPMicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing.Shiqi Wang, Qi Wang, Runliang Niu, He Kong, Yi Chang
2025EMNLPRethinking Data Selection at Scale: Random Selection is Almost All You Need.Tingyu Xia, Bowen Yu, Kai Dang, An Yang, Yuan Wu, Yuan Tian, Yi Chang, Junyang Lin
2025EMNLPBeyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation.Jiankun Zhang, Shenglai Zeng, Jie Ren, Tianqi Zheng, Hui Liu, Xianfeng Tang, Hui Liu, Yi Chang
2025EMNLPDetoxifying Large Language Models via the Diversity of Toxic Samples.Ying Zhao, Yuanzhao Guo, Xuemeng Weng, Yuan Tian, Wei Wang, Yi Chang
2025ICCVHigh-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation.Runyang Feng, Hyung Jin Chang, Tze Ho Elden Tse, Boeun Kim, Yi Chang, Yixing Gao
2025ICCVRethinking Discrete Tokens: Treating Them as Conditions for Continuous Autoregressive Image Synthesis.Peng Zheng, Junke Wang, Yi Chang, Yizhou Yu, Rui Ma, Zuxuan Wu
2025ICLRContraDiff: Planning Towards High Return States via Contrastive Learning.Yixiang Shan, Zhengbang Zhu, Ting Long, Qifan Liang, Yi Chang, Weinan Zhang, Liang Yin
2025ICLRFedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking.Changlong Shi, Jinmeng Li, He Zhao, Dandan Guo, Yi Chang
2025ICLRDRL: Decomposed Representation Learning for Tabular Anomaly Detection.Hangting Ye, He Zhao, Wei Fan, Mingyuan Zhou, Dandan Guo, Yi Chang
2025ICLRCollaborative Discrete-Continuous Black-Box Prompt Learning for Language Models.Hualin Zhang, Haozhen Zhang, Zhekai Liu, Bin Gu, Yi Chang
2025ICMLFedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning.Ganyu Wang, Jinjie Fang, Maxwell J. Yin, Bin Gu, Xi Chen, Boyu Wang, Yi Chang, Charles Ling
2025InterspeechBreaking Resource Barriers in Speech Emotion Recognition via Data Distillation.Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Bjrn W. Schuller
2025KDDOptimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models.Siyuan Guo, Huiwu Liu, Xiaolong Chen, Yuming Xie, Liang Zhang, Tao Han, Hechang Chen, Yi Chang, Jun Wang
2025KDDEnhancing Black-Box Adversarial Attacks on Discrete Sequential Data via Bilevel Bayesian Optimization in Hybrid Spaces.Tianxing Man, Xingchen Li, Zhaogeng Liu, Haozhen Zhang, Bin Gu, Yi Chang
2025WWWSimulating Question-answering Correctness with a Conditional Diffusion.Ting Long, Li'ang Yin, Yi Chang, Wei Xia, Yong Yu
2025SIGIRSTAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation.Maolin Wang, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Xuetao Wei, Zitao Liu, Hongzhi Yin, Yi Chang, Xiangyu Zhao
2024AAAIEPSD: Early Pruning with Self-Distillation for Efficient Model Compression.Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang
2024ACLLanguage Models can Evaluate Themselves via Probability Discrepancy.Tingyu Xia, Bowen Yu, Yuan Wu, Yi Chang, Chang Zhou
2024ACLThe Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG).Shenglai Zeng, Jiankun Zhang, Pengfei He, Yiding Liu, Yue Xing, Han Xu, Jie Ren, Yi Chang, Shuaiqiang Wang, Dawei Yin, Jiliang Tang
2024AISTATSFast and Adversarial Robust Kernelized SDU Learning.Yajing Fan, Wanli Shi, Yi Chang, Bin Gu
2024AISTATSLearning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization.Zhou Zhai, Wanli Shi, Heng Huang, Yi Chang, Bin Gu
2024CVPRSeeing Motion at Nighttime with an Event Camera.Haoyue Liu, Shihan Peng, Lin Zhu, Yi Chang, Hanyu Zhou, Luxin Yan
2024CVPRBring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow.Hanyu Zhou, Yi Chang, Zhiwei Shi
2024ECCVLong-Range Turbulence Mitigation: A Large-Scale Dataset and A Coarse-to-Fine Framework.Shengqi Xu, Run Sun, Yi Chang, Shuning Cao, Xueyao Xiao, Luxin Yan
2024ICLRPTaRL: Prototype-based Tabular Representation Learning via Space Calibration.Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang
2024ICLRExploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow.Hanyu Zhou, Yi Chang, Haoyue Liu, Wending Yan, Yuxing Duan, Zhiwei Shi, Luxin Yan
2024ICMLDS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning.Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang
2024ICMLAn Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series.Qiang Huang, Chuizheng Meng, Defu Cao, Biwei Huang, Yi Chang, Yan Liu
2024ICMLDouble Momentum Method for Lower-Level Constrained Bilevel Optimization.Wanli Shi, Yi Chang, Bin Gu
2024IJCAIScreenAgent: A Vision Language Model-driven Computer Control Agent.Runliang Niu, Jindong Li, Shiqi Wang, Yali Fu, Xiyu Hu, Xueyuan Leng, He Kong, Yi Chang, Qi Wang
2024IJCAINegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli.Xu Wang, Cheng Li, Yi Chang, Jindong Wang, Yuan Wu
2024IJCNNEstimating Individual Causal Treatment Effect by Variable Decomposition.Hongyang Jiang, Yonghe Zhao, Qiang Huang, Yangkun Cao, Huiyan Sun, Yi Chang
2024ICRAJSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection.Hanyu Zhou, Zhiwei Shi, Hao Dong, Shihan Peng, Yi Chang, Luxin Yan
2024KDDInvestigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective.Kai Guo, Hongzhi Wen, Wei Jin, Yaming Guo, Jiliang Tang, Yi Chang
2024KDDSubspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization.Haozhen Zhang, Hualin Zhang, Bin Gu, Yi Chang
2024WWWExplainable Fake News Detection with Large Language Model via Defense Among Competing Wisdom.Bo Wang, Jing Ma, Hongzhan Lin, Zhiwei Yang, Ruichao Yang, Yuan Tian, Yi Chang
2023AAAIThe Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure.Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang
2023AAAITC-DWA: Text Clustering with Dual Word-Level Augmentation.Bo Cheng, Ximing Li, Yi Chang
2023AAAISigned Laplacian Graph Neural Networks.Yu Li, Meng Qu, Jian Tang, Yi Chang
2023AAAIUnsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow.Hanyu Zhou, Yi Chang, Gang Chen, Luxin Yan
2023CVPRParts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words.Chuan Tang, Xi Yang, Bojian Wu, Zhizhong Han, Yi Chang
2023CVPRUnsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow.Hanyu Zhou, Yi Chang, Wending Yan, Luxin Yan
2023ICASSPKnowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning.Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Bjrn W. Schuller
2023ICASSPFast Yet Effective Speech Emotion Recognition with Self-Distillation.Zhao Ren, Thanh Tam Nguyen, Yi Chang, Bjrn W. Schuller
2023ICCVFrom Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal.Yun Guo, Xueyao Xiao, Yi Chang, Shumin Deng, Luxin Yan
2023ICCVBoth Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation.Changfeng Yu, Shiming Chen, Yi Chang, Yibing Song, Luxin Yan
2023ICDEUADB: Unsupervised Anomaly Detection Booster.Hangting Ye, Zhining Liu, Xinyi Shen, Wei Cao, Shun Zheng, Xiaofan Gui, Huishuai Zhang, Yi Chang, Jiang Bian
2023ICMLOut-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships.Yaming Guo, Kai Guo, Xiaofeng Cao, Tieru Wu, Yi Chang
2023KDDWeb-based Long-term Spine Treatment Outcome Forecasting.Hangting Ye, Zhining Liu, Wei Cao, Amir M. Amiri, Jiang Bian, Yi Chang, Jon D. Lurie, Jim Weinstein, Tie-Yan Liu
2023KSEMKnowing Before Seeing: Incorporating Post-retrieval Information into Pre-retrieval Query Intention Classification.Xueqing Ma, Xiaochi Wei, Yixing Gao, Runyang Feng, Dawei Yin, Yi Chang
2022AAAIOrthogonal Graph Neural Networks.Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang
2022AAAIClose the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation.Yi Li, Yi Chang, Changfeng Yu, Luxin Yan
2022COLINGA Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection.Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang
2022CVPREvent-based Video Reconstruction via Potential-assisted Spiking Neural Network.Lin Zhu, Xiao Wang, Yi Chang, Jianing Li, Tiejun Huang, Yonghong Tian
2022CVPRPhysically Disentangled Intra- and Inter-domain Adaptation for Varicolored Haze Removal.Yi Li, Yi Chang, Yan Gao, Changfeng Yu, Luxin Yan
2022CVPRUnsupervised Deraining: Where Contrastive Learning Meets Self-similarity.Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-Le Zhao, Luxin Yan, Yonghong Tian
2022ECCVCross-Domain Representation Learning for Clothes Unfolding in Robot-Assisted Dressing.Jinge Qie, Yixing Gao, Runyang Feng, Xin Wang, Jielong Yang, Esha Dasgupta, Hyung Jin Chang, Yi Chang
2022EMNLPFastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification.Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang
2022EMNLPLearning Semantic Textual Similarity via Topic-informed Discrete Latent Variables.Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang
2022IJCNLPTowards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning.Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang, Yi Chang
2022InterspeechExample-based Explanations with Adversarial Attacks for Respiratory Sound Analysis.Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Bjrn W. Schuller
2021CVPRClosing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation.Yuntong Ye, Yi Chang, Hanyu Zhou, Luxin Yan
2021EMNLPHiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition.Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang
2021EMNLPEliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction.Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang
2021ICIGSkeleton-Aware Network for Aircraft Landmark Detection.Yuntong Ye, Yi Chang, Yi Li, Luxin Yan
2021ICLRRobust early-learning: Hindering the memorization of noisy labels.Xiaobo Xia, Tongliang Liu, Bo Han, Chen Gong, Nannan Wang, Zongyuan Ge, Yi Chang
2021IJCNNCost-Effective Knowledge Graph Reasoning for Complex Factoid Questions.Xia Yang, Meng-Fen Chiang, Wang-Chien Lee, Yi Chang
2021WWWStructure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion.Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Ying Wang, Yi Chang
2021WWWUsing Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks.Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang
2021SIGIREnhanced Doubly Robust Learning for Debiasing Post-Click Conversion Rate Estimation.Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang
2021WSDMUnbiased Learning to Rank in Feeds Recommendation.Xinwei Wu, Hechang Chen, Jiashu Zhao, Li He, Dawei Yin, Yi Chang
2020AAAIUnsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks.Qiang Huang, Tingyu Xia, Huiyan Sun, Makoto Yamada, Yi Chang
2020AAAILearning Signed Network Embedding via Graph Attention.Yu Li, Yuan Tian, Jiawei Zhang, Yi Chang
2020ACLA Novel Cascade Binary Tagging Framework for Relational Triple Extraction.Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang
2020COLINGToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction.Erxin Yu, Wenjuan Han, Yuan Tian, Yi Chang
2020ICASSPLearning Blind Denoising Network for Noisy Image Deblurring.Meiya Chen, Yi Chang, Shuning Cao, Luxin Yan
2020ICDESelf-paced Ensemble for Highly Imbalanced Massive Data Classification.Zhining Liu, Wei Cao, Zhifeng Gao, Jiang Bian, Hechang Chen, Yi Chang, Tie-Yan Liu
2020ICDMAdversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection.Yuxiang Ren, Bo Wang, Jiawei Zhang, Yi Chang
2020IJCAIAttention-based Multi-level Feature Fusion for Named Entity Recognition.Zhiwei Yang, Hechang Chen, Jiawei Zhang, Jing Ma, Yi Chang
2020KSEMMA-TREX: Mutli-agent Trajectory-Ranked Reward Extrapolation via Inverse Reinforcement Learning.Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang
2019CIKMBalance in Signed Bipartite Networks.Tyler Derr, Cassidy Johnson, Yi Chang, Jiliang Tang
2019CIKMGenerative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System.Ye Liu, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu
2019ECIRVectors of Pairwise Item Preferences.Gaurav Pandey, Shuaiqiang Wang, Zhaochun Ren, Yi Chang
2019ICIPDirectional-Aware Automatic Defect Detection in High-Speed Railway Catenary System.Huimin Liu, Yi Chang, Ziqin Li, Sheng Zhong, Luxin Yan
2019IJCAILearning Network Embedding with Community Structural Information.Yu Li, Ying Wang, Tingting Zhang, Jiawei Zhang, Yi Chang
2019InterspeechFollow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System.Ming-Hsiang Su, Chung-Hsien Wu, Yi Chang
2019WWWAdversarial Sampling and Training for Semi-Supervised Information Retrieval.Dae Hoon Park, Yi Chang
2018ACLTarget-Sensitive Memory Networks for Aspect Sentiment Classification.Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang
2018ACLDocument Modeling with External Attention for Sentence Extraction.Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang
2018CIKMJIM: Joint Influence Modeling for Collective Search Behavior.Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai
2018EMNLPZero-shot User Intent Detection via Capsule Neural Networks.Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu
2018ICASSPFast-Convergence Singular Value Decomposition for Tracking Time-Varying Channels in Massive Mimo Systems.Pei-Yun Tsai, Yi Chang, Jian-Lin Li
2018IGARSSIntrusion of the Kuroshio Into Northeast of Taiwan.Yun-Chan Tsai, Ming-Chee Wu, Yi Chang
2018NAACLAbstract Meaning Representation for Paraphrase Detection.Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang
2018WWWUnderstanding and Predicting Delay in Reciprocal Relations.Jundong Li, Jiliang Tang, Yilin Wang, Yali Wan, Yi Chang, Huan Liu
2018WWWLeveraging Fine-Grained Wikipedia Categories for Entity Search.Denghao Ma, Yueguo Chen, Kevin Chen-Chuan Chang, Xiaoyong Du, Chuanfei Xu, Yi Chang
2017AAAIEfficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation.Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang
2017AISTATSScaling Submodular Maximization via Pruned Submodularity Graphs.Tianyi Zhou, Hua Ouyang, Jeff A. Bilmes, Yi Chang, Carlos Guestrin
2017CIKMAttributed Network Embedding for Learning in a Dynamic Environment.Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, Huan Liu
2017CVPRHyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising.Yi Chang, Luxin Yan, Sheng Zhong
2017ICCVTransformed Low-Rank Model for Line Pattern Noise Removal.Yi Chang, Luxin Yan, Sheng Zhong
2017ICDELink Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation.Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han
2017IGARSSFeasibility study of RFID-Mounted drone application in management of oyster farms.Jen-Han Yang, Yi Chang
2017IGARSSJoint local and non-local priors for ground-based astronomical image denoising.Luxin Yan, Wenshan Liao, Yi Chang, Chunan Luo
2017IRISchemaless Join for Result Set Preferences.Chuancong Gao, Jian Pei, Jiannan Wang, Yi Chang
2017IGARSSSatellite observation on coastal change in the Western Hunching Peninsula, Southern Taiwan.Yi Chang, Ming-Chee Wu
2017IGARSSHyperspectral image denoising via spectral and spatial low-rank approximation.Yi Chang, Luxin Yan, Sheng Zhong
2017IGARSSModeling the habitat suitability index of skipjack tuna (katsuwonus pelamis) in the western and central pacific ocean.Tung-Yao Hsu, Yi Chang
2017KDDConvex Factorization Machine for Toxicogenomics Prediction.Makoto Yamada, Wenzhao Lian, Amit Goyal, Jianhui Chen, Kishan Wimalawarne, Suleiman A. Khan, Samuel Kaski, Hiroshi Mamitsuka, Yi Chang
2017WWWStreaming Recommender Systems.Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang
2017WWWExploring Query Auto-Completion and Click Logs for Contextual-Aware Web Search and Query Suggestion.Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Ricardo Baeza-Yates, Hongyuan Zha
2017WWWModeling the Influence of Popular Trending Events on User Search Behavior.Shubhra Kanti Karmaker Santu, Liangda Li, Dae Hoon Park, Yi Chang, ChengXiang Zhai
2017WWWUnderstanding and Discovering Deliberate Self-harm Content in Social Media.Yilin Wang, Jiliang Tang, Jundong Li, Baoxin Li, Yali Wan, Clayton Mellina, Neil O'Hare, Yi Chang
2017WSDMLearning Parametric Models for Context-Aware Query Auto-Completion via Hawkes Processes.Liangda Li, Hongbo Deng, Jianhui Chen, Yi Chang
2017WSDMLink Prediction with Cardinality Constraint.Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang, Philip S. Yu
2017SDMSigned Network Embedding in Social Media.Suhang Wang, Jiliang Tang, Charu C. Aggarwal, Yi Chang, Huan Liu
2016AAAIRecommendation with Social Dimensions.Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu
2016CIKMLearning to Rewrite Queries.Yunlong He, Jiliang Tang, Hua Ouyang, Changsung Kang, Dawei Yin, Yi Chang
2016ICDMBlind Men and The Elephant: Thurstonian Pairwise Preference for Ranking in Crowdsourcing.Xiaolong Wang, Jingjing Wang, Luo Jie, Chengxiang Zhai, Yi Chang
2016IJCAITimeline Summarization from Social Media with Life Cycle Models.Yi Chang, Jiliang Tang, Dawei Yin, Makoto Yamada, Yan Liu
2016IJCAILearning Hostname Preference to Enhance Search Relevance.Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han
2016KDDPositive-Unlabeled Learning in Streaming Networks.Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang
2016KDDRanking Relevance in Yahoo Search.Dawei Yin, Yuening Hu, Jiliang Tang, Tim Daly Jr., Mianwei Zhou, Hua Ouyang, Jianhui Chen, Changsung Kang, Hongbo Deng, Chikashi Nobata, Jean-Marc Langlois, Yi Chang
2016WWWBehavior Driven Topic Transition for Search Task Identification.Liangda Li, Hongbo Deng, Yunlong He, Anlei Dong, Yi Chang, Hongyuan Zha
2016WWWAbusive Language Detection in Online User Content.Chikashi Nobata, Joel R. Tetreault, Achint Thomas, Yashar Mehdad, Yi Chang
2016WWWTowards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware Approach.Aston Zhang, Amit Goyal, Ricardo Baeza-Yates, Yi Chang, Jiawei Han, Carl A. Gunter, Hongbo Deng
2016SIGIRLearning Query and Document Relevance from a Web-scale Click Graph.Shan Jiang, Yuening Hu, Changsung Kang, Tim Daly Jr., Dawei Yin, Yi Chang, ChengXiang Zhai
2016SIGIRLeveraging User Interaction Signals for Web Image Search.Neil O'Hare, Paloma de Juan, Rossano Schifanella, Yunlong He, Dawei Yin, Yi Chang
2016UAIOptimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections.Jianhui Chen, Tianbao Yang, Qihang Lin, Lijun Zhang, Yi Chang
2016WSDMQuery Understanding for Search on All Devices at WSDM 2016.Amit Goyal, Jianfeng Gao, Hongbo Deng, Yi Chang
2016WSDMBeyond Ranking: Optimizing Whole-Page Presentation.Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang, Makoto Yamada, Yi Chang, Qiaozhu Mei
2015AAAICausal Inference via Sparse Additive Models with Application to Online Advertising.Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang
2015AISTATSConsistent Collective Matrix Completion under Joint Low Rank Structure.Suriya Gunasekar, Makoto Yamada, Dawei Yin, Yi Chang
2015CIKMLearning Entity Types from Query Logs via Graph-Based Modeling.Jingyuan Zhang, Luo Jie, Altaf Rahman, Sihong Xie, Yi Chang, Philip S. Yu
2015ICIPDestriping algorithm with L0 sparsity prior for remote sensing images.Hai Liu, Zhaoli Zhang, Sanya Liu, Tingting Liu, Yi Chang
2015WWWRethink Targeting: Detect 'Smart Cheating' in Online Advertising through Causal Inference.Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang, Marsha Meytlis
2015SIGIRFrom Web Search Relevance to Vertical Search Relevance.Yi Chang
2015SIGIRPredicting Search Intent Based on Pre-Search Context.Weize Kong, Rui Li, Jie Luo, Aston Zhang, Yi Chang, James Allan
2015SIGIRAnalyzing User's Sequential Behavior in Query Auto-Completion via Markov Processes.Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha, Ricardo Baeza-Yates
2015SIGIRadaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback.Aston Zhang, Amit Goyal, Weize Kong, Hongbo Deng, Anlei Dong, Yi Chang, Carl A. Gunter, Jiawei Han
2015WSDMRobust Tree-based Causal Inference for Complex Ad Effectiveness Analysis.Pengyuan Wang, Wei Sun, Dawei Yin, Jian Yang, Yi Chang
2015WSDMThe 2nd workshop on Vertical Search Relevance at WSDM 2015.Dawei Yin, Chih-Chieh Hung, Rui Li, Yi Chang
2015SDMPropagation-based Sentiment Analysis for Microblogging Data.Jiliang Tang, Chikashi Nobata, Anlei Dong, Yi Chang, Huan Liu
2014CIKMPredictability of Distrust with Interaction Data.Jiliang Tang, Xia Hu, Yi Chang, Huan Liu
2014CIKMNCR: A Scalable Network-Based Approach to Co-Ranking in Question-and-Answer Sites.Jingyuan Zhang, Xiangnan Kong, Roger Jie Luo, Yi Chang, Philip S. Yu
2014ICDMUps and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery.Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu
2014KDDScalable Heterogeneous Transfer Ranking.Mohammad Taha Bahadori, Yi Chang, Bo Long, Yan Liu
2014KDDIdentifying and labeling search tasks via query-based hawkes processes.Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha
2014WWWA hierarchical Dirichlet model for taxonomy expansion for search engines.Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han
2014SIGIRA two-dimensional click model for query auto-completion.Yanen Li, Anlei Dong, Hongning Wang, Hongbo Deng, Yi Chang, ChengXiang Zhai
2014WSDMUser modeling in search logs via a nonparametric bayesian approach.Hongning Wang, ChengXiang Zhai, Feng Liang, Anlei Dong, Yi Chang
2013ICIPJoint blind deblurring and destriping for remote sensing images.Yi Chang, Houzhang Fang, Luxin Yan, Hai Liu
2013KDDA unified search federation system based on online user feedback.Luo Jie, Sudarshan Lamkhede, Rochit Sapra, Evans Hsu, Helen Song, Yi Chang
2013WWWAn effective general framework for localized content optimization.Yoshiyuki Inagaki, Jiang Bian, Yi Chang
2013WWWFramework for evaluation of text captchas.Achint Thomas, Kunal Punera, Lyndon Kennedy, Belle L. Tseng, Yi Chang
2013WWWContent-aware click modeling.Hongning Wang, ChengXiang Zhai, Anlei Dong, Yi Chang
2013WSDMTowards Twitter context summarization with user influence models.Yi Chang, Xuanhui Wang, Qiaozhu Mei, Yan Liu
2013WSDMTemporal web dynamics and its application to information retrieval.Kira Radinsky, Fernando Diaz, Susan T. Dumais, Milad Shokouhi, Anlei Dong, Yi Chang
2012ACLIterative Viterbi A* Algorithm for K-Best Sequential Decoding.Zhiheng Huang, Yi Chang, Bo Long, Jean-Franois Crespo, Anlei Dong, S. Sathiya Keerthi, Su-Lin Wu
2012CIKMPredicting primary categories of business listings for local search.Changsung Kang, Jeehaeng Lee, Yi Chang
2012CIKMEnhancing product search by best-selling prediction in e-commerce.Bo Long, Jiang Bian, Anlei Dong, Yi Chang
2012WWWModel news relatedness through user comments.Xuanhui Wang, Jiang Bian, Yi Chang, Belle L. Tseng
2012WWWJoint relevance and freshness learning from clickthroughs for news search.Hongning Wang, Anlei Dong, Lihong Li, Yi Chang, Evgeniy Gabrilovich
2012SIGIRFriend or frenemy?: predicting signed ties in social networks.Shuang-Hong Yang, Alexander J. Smola, Bo Long, Hongyuan Zha, Yi Chang
2012WSDMLearning to rank with multi-aspect relevance for vertical search.Changsung Kang, Xuanhui Wang, Yi Chang, Belle L. Tseng
2012WSDMPairwise cross-domain factor model for heterogeneous transfer ranking.Bo Long, Yi Chang, Anlei Dong, Jianzhang He
2011AAAIDetecting Multilingual and Multi-Regional Query Intent in Web Search.Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu
2011CIKMA taxonomy of local search: semi-supervised query classification driven by information needs.Jiang Bian, Yi Chang
2011CIKMUser action interpretation for personalized content optimization in recommender systems.Anlei Dong, Jiang Bian, Xiaofeng He, Srihari Reddy, Yi Chang
2011WWWRanking related entities for web search queries.Changsung Kang, Srinivas Vadrevu, Ruiqiang Zhang, Roelof van Zwol, Lluis Garcia Pueyo, Nicolas Torzec, Jianzhang He, Yi Chang
2011WWWLearning to model relatedness for news recommendation.Yuanhua Lv, Taesup Moon, Pranam Kolari, Zhaohui Zheng, Xuanhui Wang, Yi Chang
2011SIGIREnhancing mobile search using web search log data.Yoshiyuki Inagaki, Jiang Bian, Yi Chang, Motoko Maki
2011WSDMLearning to re-rank web search results with multiple pairwise features.Changsung Kang, Xuanhui Wang, Jiang Chen, Ciya Liao, Yi Chang, Belle L. Tseng, Zhaohui Zheng
2011WSDMScalable clustering of news search results.Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng
2010AAAISession Based Click Features for Recency Ranking.Yoshiyuki Inagaki, Narayanan Sadagopan, Georges Dupret, Anlei Dong, Ciya Liao, Yi Chang, Zhaohui Zheng
2010CIKMTemporal query log profiling to improve web search ranking.Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang
2010CIKMLearning to blend rankings: a monotonic transformation to blend rankings from heterogeneous domains.Zhenzhen Kou, Yi Chang, Zhaohui Zheng, Hongyuan Zha
2010CIKMRanking with auxiliary data.Bo Long, Yi Chang, Srinivas Vadrevu, Shuang-Hong Yang, Zhaohui Zheng
2010CIKMOnline learning for recency search ranking using real-time user feedback.Taesup Moon, Lihong Li, Wei Chu, Ciya Liao, Zhaohui Zheng, Yi Chang
2010COLINGCross-Market Model Adaptation with Pairwise Preference Data for Web Search Ranking.Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, Keke Chen
2010EMNLPLearning Recurrent Event Queries for Web Search.Ruiqiang Zhang, Yuki Konda, Anlei Dong, Pranam Kolari, Yi Chang, Zhaohui Zheng
2010WWWTime is of the essence: improving recency ranking using Twitter data.Anlei Dong, Ruiqiang Zhang, Pranam Kolari, Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, Hongyuan Zha
2010SIGIRActive learning for ranking through expected loss optimization.Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng
2010WSDMTowards recency ranking in web search.Anlei Dong, Yi Chang, Zhaohui Zheng, Gilad Mishne, Jing Bai, Ruiqiang Zhang, Karolina Buchner, Ciya Liao, Fernando Diaz
2010WSDMIntervalRank: isotonic regression with listwise and pairwise constraints.Taesup Moon, Alexander J. Smola, Yi Chang, Zhaohui Zheng
2009CIKMMulti-task learning for learning to rank in web search.Jing Bai, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Gordon Sun, Belle L. Tseng, Zhaohui Zheng, Yi Chang
2009CIKMIncorporating robustness into web ranking evaluation.Xin Li, Fan Li, Shihao Ji, Zhaohui Zheng, Yi Chang, Anlei Dong
2009CIKMSmoothing DCG for learning to rank: a novel approach using smoothed hinge functions.Mingrui Wu, Yi Chang, Zhaohui Zheng, Hongyuan Zha
2009EMNLPEmpirical Exploitation of Click Data for Task Specific Ranking.Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li, Zhaohui Zheng
2009NAACLSearch Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query.Ruiqiang Zhang, Yi Chang, Zhaohui Zheng, Donald Metzler, Jian-Yun Nie
2009SIGIREnhancing topical ranking with preferences from click-through data.Yi Chang, Anlei Dong, Ciya Liao, Zhaohui Zheng
2008WWWInvestigation of partial query proximity in web search.Jing Bai, Yi Chang, Hang Cui, Zhaohui Zheng, Gordon Sun, Xin Li
2005IGARSSA satellite and field view of the winter SST variability in the taiwan strait.Ming-An Lee, Yi Chang, Kuo-Tien Lee, Jui-Wen Chan, Don-Chung Liu, Wei-Cheng Su
2004IJCNLPA Re-examination of IR Techniques in QA System.Yi Chang, Hongbo Xu, Shuo Bai