Yi Chang

According to our database, Yi Chang authored at least 176 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization.

Jiashu Zhao, Jimmy Xiangji Huang, Hongbo Deng, Yi Chang, Long Xia

ACM Trans. Inf. Syst., 2022

2021

Predicting Skipjack Tuna Fishing Grounds in the Western and Central Pacific Ocean Based on High-Spatial-Temporal-Resolution Satellite Data.

Tung-Yao Hsu, Yi Chang, Ming-An Lee, Ren-Fen Wu, Shih-Chun Hsiao

Remote. Sens., 2021

IMBENS: Ensemble Class-imbalanced Learning in Python.

Zhining Liu, Zhepei Wei, Erxin Yu, Qiang Huang, Kai Guo, Boyang Yu, Zhaonian Cai, Hangting Ye, Wei Cao, Jiang Bian, Pengfei Wei, Jing Jiang, Yi Chang

CoRR, 2021

Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks.

Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang

CoRR, 2021

Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion.

Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Ying Wang, Yi Chang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Unbiased Learning to Rank in Feeds Recommendation.

Xinwei Wu, Hechang Chen, Jiashu Zhao, Li He, Dawei Yin, Yi Chang

Proceedings of the WSDM '21, 2021

Enhanced 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

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction.

Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition.

Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

node2hash: Graph aware deep semantic text hashing.

Suthee Chaidaroon, Dae Hoon Park, Yi Chang, Yi Fang

Inf. Process. Manag., 2020

Semantic Triple Encoder for Fast Open-Set Link Prediction.

Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang

CoRR, 2020

GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks.

Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang

CoRR, 2020

MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler.

Zhining Liu, Pengfei Wei, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

MA-TREX: Mutli-agent Trajectory-Ranked Reward Extrapolation via Inverse Reinforcement Learning.

Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang

Proceedings of the Knowledge Science, Engineering and Management, 2020

Attention-based Multi-level Feature Fusion for Named Entity Recognition.

Zhiwei Yang, Hechang Chen, Jiawei Zhang, Jing Ma, Yi Chang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection.

Yuxiang Ren, Bo Wang, Jiawei Zhang, Yi Chang

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Self-paced Ensemble for Highly Imbalanced Massive Data Classification.

Zhining Liu, Wei Cao, Zhifeng Gao, Jiang Bian, Hechang Chen, Yi Chang, Tie-Yan Liu

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Context and Type Enhanced Representation Learning for Relation Extraction.

Erxin Yu, Yantao Jia, Shang Wang, Fengfu Li, Yi Chang

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

A Two-Level Noise-Tolerant Model for Relation Extraction with Reinforcement Learning.

Erxin Yu, Yantao Jia, Yuan Tian, Yi Chang

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction.

Erxin Yu, Wenjuan Han, Yuan Tian, Yi Chang

Proceedings of the 28th International Conference on Computational Linguistics, 2020

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction.

Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning Signed Network Embedding via Graph Attention.

Yu Li, Yuan Tian, Jiawei Zhang, Yi Chang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks.

Qiang Huang, Tingyu Xia, Huiyan Sun, Makoto Yamada, Yi Chang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations.

Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang

CoRR, 2019

Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model.

Zhepei Wei, Yantao Jia, Yuan Tian, Mohammad Javad Hosseini, Mark Steedman, Yi Chang

CoRR, 2019

Adversarial Sampling and Training for Semi-Supervised Information Retrieval.

Dae Hoon Park, Yi Chang

Proceedings of the World Wide Web Conference, 2019

Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning.

Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

Learning Network Embedding with Community Structural Information.

Yu Li, Ying Wang, Tingting Zhang, Jiawei Zhang, Yi Chang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Vectors of Pairwise Item Preferences.

Gaurav Pandey, Shuaiqiang Wang, Zhaochun Ren, Yi Chang

Proceedings of the Advances in Information Retrieval, 2019

Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System.

Ye Liu, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Balance in Signed Bipartite Networks.

Tyler Derr, Cassidy Johnson, Yi Chang, Jiliang Tang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Multi-Classification of Cancer Samples Based on Co-Expression Analyses.

Hongyang Jiang, Qiang Huang, Liang Chen, Zhi Li, Ying Xu, Huiyan Sun, Yi Chang

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Optimizing Whole-Page Presentation for Web Search.

Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang, Makoto Yamada, Yi Chang, Qiaozhu Mei

ACM Trans. Web, 2018

Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.

Makoto Yamada, Jiliang Tang, Jose Lugo-Martinez, Ermin Hodzic, Raunak Shrestha, Avishek Saha, Hua Ouyang, Dawei Yin, Hiroshi Mamitsuka, Süleyman Cenk Sahinalp, Predrag Radivojac, Filippo Menczer, Yi Chang

IEEE Trans. Knowl. Data Eng., 2018

Destriping Remote Sensing Image via Low-Rank Approximation and Nonlocal Total Variation.

Wenfei Cao, Yi Chang, Guodong Han, Junbing Li

IEEE Geosci. Remote. Sens. Lett., 2018

Gradient-Coherent Strong Regularization for Deep Neural Networks.

Dae Hoon Park, Chiu Man Ho, Yi Chang, Huaqing Zhang

CoRR, 2018

Sequenced-Replacement Sampling for Deep Learning.

Chiu Man Ho, Dae Hoon Park, Wei Yang, Yi Chang

CoRR, 2018

Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning.

Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang

CoRR, 2018

Contextual and Position-Aware Factorization Machines for Sentiment Classification.

Shuai Wang, Mianwei Zhou, Geli Fei, Yi Chang, Bing Liu

CoRR, 2018

Leveraging Fine-Grained Wikipedia Categories for Entity Search.

Denghao Ma, Yueguo Chen, Kevin Chen-Chuan Chang, Xiaoyong Du, Chuanfei Xu, Yi Chang

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Understanding and Predicting Delay in Reciprocal Relations.

Jundong Li, Jiliang Tang, Yilin Wang, Yali Wan, Yi Chang, Huan Liu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Abstract Meaning Representation for Paraphrase Detection.

Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Zero-shot User Intent Detection via Capsule Neural Networks.

Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Classical Chinese Sentence Segmentation for Tomb Biographies of Tang Dynasty.

Chao-Lin Liu, Yi Chang

Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

JIM: Joint Influence Modeling for Collective Search Behavior.

Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Exploiting User Actions for App Recommendations.

Kai Shu, Suhang Wang, Huan Liu, Jiliang Tang, Yi Chang, Ping Luo

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Document Modeling with External Attention for Sentence Extraction.

Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Target-Sensitive Memory Networks for Aspect Sentiment Classification.

Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Search, Mining, and Their Applications on Mobile Devices: Introduction to the Special Issue.

Hongning Wang, Rui Li, Milad Shokouhi, Hang Li, Yi Chang

ACM Trans. Inf. Syst., 2017

Learning Online Trends for Interactive Query Auto-Completion.

Yingfei Wang, Hua Ouyang, Hongbo Deng, Yi Chang

IEEE Trans. Knowl. Data Eng., 2017

Large-Scale Location Prediction for Web Pages.

Yuening Hu, Changsung Kang, Jiliang Tang, Dawei Yin, Yi Chang

IEEE Trans. Knowl. Data Eng., 2017

Constructing click models for search users.

Yiqun Liu, Jian-Yun Nie, Yi Chang

Inf. Retr. J., 2017

Understanding 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

Proceedings of the 26th International Conference on World Wide Web, 2017

Modeling the Influence of Popular Trending Events on User Search Behavior.

Shubhra Kanti Karmaker Santu, Liangda Li, Dae Hoon Park, Yi Chang, ChengXiang Zhai

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Exploring 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

Proceedings of the 26th International Conference on World Wide Web, 2017

Streaming Recommender Systems.

Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang

Proceedings of the 26th International Conference on World Wide Web, 2017

Link Prediction with Cardinality Constraint.

Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang, Philip S. Yu

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Learning Parametric Models for Context-Aware Query Auto-Completion via Hawkes Processes.

Liangda Li, Hongbo Deng, Jianhui Chen, Yi Chang

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Preference-driven similarity join.

Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang

Proceedings of the International Conference on Web Intelligence, 2017

Signed Network Embedding in Social Media.

Suhang Wang, Jiliang Tang, Charu C. Aggarwal, Yi Chang, Huan Liu

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Convex Factorization Machine for Toxicogenomics Prediction.

Makoto Yamada, Wenzhao Lian, Amit Goyal, Jianhui Chen, Kishan Wimalawarne, Suleiman A. Khan, Samuel Kaski, Hiroshi Mamitsuka, Yi Chang

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Schemaless Join for Result Set Preferences.

Chuancong Gao, Jian Pei, Jiannan Wang, Yi Chang

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Feasibility study of RFID-Mounted drone application in management of oyster farms.

Jen-Han Yang, Yi Chang

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Modeling the habitat suitability index of skipjack tuna (katsuwonus pelamis) in the western and central pacific ocean.

Tung-Yao Hsu, Yi Chang

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Link Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation.

Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Attributed Network Embedding for Learning in a Dynamic Environment.

Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, Huan Liu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Connecting emerging relationships from news via tensor factorization.

Jingyuan Zhang, Chun-Ta Lu, Bokai Cao, Yi Chang, Philip S. Yu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Scaling Submodular Maximization via Pruned Submodularity Graphs.

Tianyi Zhou, Hua Ouyang, Jeff A. Bilmes, Yi Chang, Carlos Guestrin

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Towards Privacy-Preserving Evaluation for Information Retrieval Models Over Industry Data Sets.

Peilin Yang, Mianwei Zhou, Yi Chang, Chengxiang Zhai, Hui Fang

Proceedings of the Information Retrieval Technology, 2017

Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation.

Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Lifecycle Modeling for Buzz Temporal Pattern Discovery.

Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu

ACM Trans. Knowl. Discov. Data, 2016

A Survey of Signed Network Mining in Social Media.

Jiliang Tang, Yi Chang, Charu C. Aggarwal, Huan Liu

ACM Comput. Surv., 2016

Hierarchical Attention Network for Action Recognition in Videos.

Yilin Wang, Suhang Wang, Jiliang Tang, Neil O'Hare, Yi Chang, Baoxin Li

CoRR, 2016

Towards 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

Proceedings of the 25th International Conference on World Wide Web, 2016

Abusive Language Detection in Online User Content.

Chikashi Nobata, Joel R. Tetreault, Achint Thomas, Yashar Mehdad, Yi Chang

Proceedings of the 25th International Conference on World Wide Web, 2016

Behavior Driven Topic Transition for Search Task Identification.

Liangda Li, Hongbo Deng, Yunlong He, Anlei Dong, Yi Chang, Hongyuan Zha

Proceedings of the 25th International Conference on World Wide Web, 2016

Beyond Ranking: Optimizing Whole-Page Presentation.

Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang, Makoto Yamada, Yi Chang, Qiaozhu Mei

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Query Understanding for Search on All Devices at WSDM 2016.

Amit Goyal, Jianfeng Gao, Hongbo Deng, Yi Chang

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections.

Jianhui Chen, Tianbao Yang, Qihang Lin, Lijun Zhang, Yi Chang

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Leveraging User Interaction Signals for Web Image Search.

Neil O'Hare, Paloma de Juan, Rossano Schifanella, Yunlong He, Dawei Yin, Yi Chang

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Learning 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

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking 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

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Positive-Unlabeled Learning in Streaming Networks.

Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark A. Hasegawa-Johnson, Thomas S. Huang

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Learning Hostname Preference to Enhance Search Relevance.

Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Timeline Summarization from Social Media with Life Cycle Models.

Yi Chang, Jiliang Tang, Dawei Yin, Makoto Yamada, Yan Liu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Blind Men and The Elephant: Thurstonian Pairwise Preference for Ranking in Crowdsourcing.

Xiaolong Wang, Jingjing Wang, Luo Jie, Chengxiang Zhai, Yi Chang

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Learning to Rewrite Queries.

Yunlong He, Jiliang Tang, Hua Ouyang, Changsung Kang, Dawei Yin, Yi Chang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

HEER: Heterogeneous graph embedding for emerging relation detection from news.

Jingyuan Zhang, Chun-Ta Lu, Mianwei Zhou, Sihong Xie, Yi Chang, Philip S. Yu

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Recommendation with Social Dimensions.

Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Active Learning for Ranking through Expected Loss Optimization.

Bo Long, Jiang Bian, Olivier Chapelle, Ya Zhang, Yoshiyuki Inagaki, Yi Chang

IEEE Trans. Knowl. Data Eng., 2015

Cross-Domain Matching with Squared-Loss Mutual Information.

Makoto Yamada, Leonid Sigal, Michalis Raptis, Machiko Toyoda, Yi Chang, Masashi Sugiyama

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Predicting primary categories of business listings for local search ranking.

Changsung Khan, Jeehaeng Lee, Roi Blanco, Yi Chang

Neurocomputing, 2015

Learning to rank related entities in Web search.

Changsung Kang, Dawei Yin, Ruiqiang Zhang, Nicolas Torzec, Jianzhang He, Yi Chang

Neurocomputing, 2015

Convex Factorization Machine for Regression.

Makoto Yamada, Amit Goyal, Yi Chang

CoRR, 2015

Rethink Targeting: Detect 'Smart Cheating' in Online Advertising through Causal Inference.

Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang, Marsha Meytlis

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

The 2nd workshop on Vertical Search Relevance at WSDM 2015.

Dawei Yin, Chih-Chieh Hung, Rui Li, Yi Chang

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Robust Tree-based Causal Inference for Complex Ad Effectiveness Analysis.

Pengyuan Wang, Wei Sun, Dawei Yin, Jian Yang, Yi Chang

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

adaQAC: 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

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Analyzing User's Sequential Behavior in Query Auto-Completion via Markov Processes.

Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha, Ricardo Baeza-Yates

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Predicting Search Intent Based on Pre-Search Context.

Weize Kong, Rui Li, Jie Luo, Aston Zhang, Yi Chang, James Allan

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

From Web Search Relevance to Vertical Search Relevance.

Yi Chang

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Propagation-based Sentiment Analysis for Microblogging Data.

Jiliang Tang, Chikashi Nobata, Anlei Dong, Yi Chang, Huan Liu

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Learning Entity Types from Query Logs via Graph-Based Modeling.

Jingyuan Zhang, Luo Jie, Altaf Rahman, Sihong Xie, Yi Chang, Philip S. Yu

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Consistent Collective Matrix Completion under Joint Low Rank Structure.

Suriya Gunasekar, Makoto Yamada, Dawei Yin, Yi Chang

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Causal Inference via Sparse Additive Models with Application to Online Advertising.

Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Learning the Gain Values and Discount Factors of Discounted Cumulative Gains.

Ke Zhou, Hongyuan Zha, Yi Chang, Gui-Rong Xue

IEEE Trans. Knowl. Data Eng., 2014

Exploiting User Preference for Online Learning in Web Content Optimization Systems.

Jiang Bian, Bo Long, Lihong Li, Taesup Moon, Anlei Dong, Yi Chang

ACM Trans. Intell. Syst. Technol., 2014

What is Tumblr: a statistical overview and comparison.

Yi Chang, Lei Tang, Yoshiyuki Inagaki, Yan Liu

SIGKDD Explor., 2014

Domain Adaptation for Structured Regression.

Makoto Yamada, Leonid Sigal, Yi Chang

Int. J. Comput. Vis., 2014

N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data.

Makoto Yamada, Avishek Saha, Hua Ouyang, Dawei Yin, Yi Chang

CoRR, 2014

A hierarchical Dirichlet model for taxonomy expansion for search engines.

Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han

Proceedings of the 23rd International World Wide Web Conference, 2014

User modeling in search logs via a nonparametric bayesian approach.

Hongning Wang, ChengXiang Zhai, Feng Liang, Anlei Dong, Yi Chang

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

A two-dimensional click model for query auto-completion.

Yanen Li, Anlei Dong, Hongning Wang, Hongbo Deng, Yi Chang, ChengXiang Zhai

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Identifying and labeling search tasks via query-based hawkes processes.

Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Scalable Heterogeneous Transfer Ranking.

Mohammad Taha Bahadori, Yi Chang, Bo Long, Yan Liu

Proceedings of the 3rd International Workshop on Big Data, 2014

Ups and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery.

Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

NCR: 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

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Predictability of Distrust with Interaction Data.

Jiliang Tang, Xia Hu, Yi Chang, Huan Liu

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Probabilistic Models for Classification.

Hongbo Deng, Yizhou Sun, Yi Chang, Jiawei Han

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

User Action Interpretation for Online Content Optimization.

Jiang Bian, Anlei Dong, Xiaofeng He, Srihari Reddy, Yi Chang

IEEE Trans. Knowl. Data Eng., 2013

Improving recency ranking using twitter data.

Yi Chang, Anlei Dong, Pranam Kolari, Ruiqiang Zhang, Yoshiyuki Inagaki, Fernando Diaz, Hongyuan Zha, Yan Liu

ACM Trans. Intell. Syst. Technol., 2013

Mining social media with social theories: a survey.

Jiliang Tang, Yi Chang, Huan Liu

SIGKDD Explor., 2013

Content-aware click modeling.

Hongning Wang, ChengXiang Zhai, Anlei Dong, Yi Chang

Proceedings of the 22nd International World Wide Web Conference, 2013

Framework for evaluation of text captchas.

Achint Thomas, Kunal Punera, Lyndon Kennedy, Belle L. Tseng, Yi Chang

Proceedings of the 22nd International World Wide Web Conference, 2013

An effective general framework for localized content optimization.

Yoshiyuki Inagaki, Jiang Bian, Yi Chang

Proceedings of the 22nd International World Wide Web Conference, 2013

Temporal web dynamics and its application to information retrieval.

Kira Radinsky, Fernando Diaz, Susan T. Dumais, Milad Shokouhi, Anlei Dong, Yi Chang

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Towards Twitter context summarization with user influence models.

Yi Chang, Xuanhui Wang, Qiaozhu Mei, Yan Liu

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

A unified search federation system based on online user feedback.

Luo Jie, Sudarshan Lamkhede, Rochit Sapra, Evans Hsu, Helen Song, Yi Chang

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Toward Automated Definition Acquisition From Operations Law.

Yi Chang, Jana Diesner, Kathleen M. Carley

IEEE Trans. Syst. Man Cybern. Part C, 2012

An Online Learning Framework for Refining Recency Search Results with User Click Feedback.

Taesup Moon, Wei Chu, Lihong Li, Zhaohui Zheng, Yi Chang

ACM Trans. Inf. Syst., 2012

Multi-task learning to rank for web search.

Yi Chang, Jing Bai, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Zhaohui Zheng

Pattern Recognit. Lett., 2012

Learning to blend vitality rankings from heterogeneous social networks.

Jiang Bian, Yi Chang, Yun Fu, Wen-Yen Chen

Neurocomputing, 2012

Joint relevance and freshness learning from clickthroughs for news search.

Hongning Wang, Anlei Dong, Lihong Li, Yi Chang, Evgeniy Gabrilovich

Proceedings of the 21st World Wide Web Conference 2012, 2012

Model news relatedness through user comments.

Xuanhui Wang, Jiang Bian, Yi Chang, Belle L. Tseng

Proceedings of the 21st World Wide Web Conference, 2012

Pairwise cross-domain factor model for heterogeneous transfer ranking.

Bo Long, Yi Chang, Anlei Dong, Jianzhang He

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Learning to rank with multi-aspect relevance for vertical search.

Changsung Kang, Xuanhui Wang, Yi Chang, Belle L. Tseng

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Friend or frenemy?: predicting signed ties in social networks.

Shuang-Hong Yang, Alexander J. Smola, Bo Long, Hongyuan Zha, Yi Chang

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Enhancing product search by best-selling prediction in e-commerce.

Bo Long, Jiang Bian, Anlei Dong, Yi Chang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Predicting primary categories of business listings for local search.

Changsung Kang, Jeehaeng Lee, Yi Chang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Iterative Viterbi A* Algorithm for K-Best Sequential Decoding.

Zhiheng Huang, Yi Chang, Bo Long, Jean-François Crespo, Anlei Dong, Sathiya Keerthi, Su-Lin Wu

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Future directions in learning to rank.

Olivier Chapelle, Yi Chang, Tie-Yan Liu

Proceedings of the Yahoo! Learning to Rank Challenge, 2011

Yahoo! Learning to Rank Challenge Overview.

Olivier Chapelle, Yi Chang

Proceedings of the Yahoo! Learning to Rank Challenge, 2011

Modeling Perceived Relevance for Tail Queries without Click-Through Data

Changsung Kang, Xiaotong Lin, Xuanhui Wang, Yi Chang, Belle L. Tseng

CoRR, 2011

Refining Recency Search Results with User Click Feedback

Taesup Moon, Wei Chu, Lihong Li, Zhaohui Zheng, Yi Chang

CoRR, 2011

Learning to model relatedness for news recommendation.

Yuanhua Lv, Taesup Moon, Pranam Kolari, Zhaohui Zheng, Xuanhui Wang, Yi Chang

Proceedings of the 20th International Conference on World Wide Web, 2011

Ranking related entities for web search queries.

Changsung Kang, Srinivas Vadrevu, Ruiqiang Zhang, Roelof van Zwol, Lluis Garcia Pueyo, Nicolas Torzec, Jianzhang He, Yi Chang

Proceedings of the 20th International Conference on World Wide Web, 2011

Scalable clustering of news search results.

Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Learning 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

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Enhancing mobile search using web search log data.

Yoshiyuki Inagaki, Jiang Bian, Yi Chang, Motoko Maki

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

User action interpretation for personalized content optimization in recommender systems.

Anlei Dong, Jiang Bian, Xiaofeng He, Srihari Reddy, Yi Chang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

A taxonomy of local search: semi-supervised query classification driven by information needs.

Jiang Bian, Yi Chang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Detecting Multilingual and Multi-Regional Query Intent in Web Search.

Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Time 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

Proceedings of the 19th International Conference on World Wide Web, 2010

IntervalRank: isotonic regression with listwise and pairwise constraints.

Taesup Moon, Alexander J. Smola, Yi Chang, Zhaohui Zheng

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Towards recency ranking in web search.

Anlei Dong, Yi Chang, Zhaohui Zheng, Gilad Mishne, Jing Bai, Ruiqiang Zhang, Karolina Buchner, Ciya Liao, Fernando Diaz

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Active learning for ranking through expected loss optimization.

Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Learning Recurrent Event Queries for Web Search.

Ruiqiang Zhang, Yuki Konda, Anlei Dong, Pranam Kolari, Yi Chang, Zhaohui Zheng

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Cross-Market Model Adaptation with Pairwise Preference Data for Web Search Ranking.

Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, Keke Chen

Proceedings of the COLING 2010, 2010

Online learning for recency search ranking using real-time user feedback.

Taesup Moon, Lihong Li, Wei Chu, Ciya Liao, Zhaohui Zheng, Yi Chang

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Ranking with auxiliary data.

Bo Long, Yi Chang, Srinivas Vadrevu, Shuang-Hong Yang, Zhaohui Zheng

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Learning to blend rankings: a monotonic transformation to blend rankings from heterogeneous domains.

Zhenzhen Kou, Yi Chang, Zhaohui Zheng, Hongyuan Zha

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Temporal query log profiling to improve web search ranking.

Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Session Based Click Features for Recency Ranking.

Yoshiyuki Inagaki, Narayanan Sadagopan, Georges Dupret, Anlei Dong, Ciya Liao, Yi Chang, Zhaohui Zheng

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

An image-based automatic Arabic translation system.

Yi Chang, Datong Chen, Ying Zhang, Jie Yang

Pattern Recognit., 2009

Enhancing topical ranking with preferences from click-through data.

Yi Chang, Anlei Dong, Ciya Liao, Zhaohui Zheng

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query.

Ruiqiang Zhang, Yi Chang, Zhaohui Zheng, Donald Metzler, Jian-Yun Nie

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Empirical Exploitation of Click Data for Task Specific Ranking.

Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li, Zhaohui Zheng

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Smoothing DCG for learning to rank: a novel approach using smoothed hinge functions.

Mingrui Wu, Yi Chang, Zhaohui Zheng, Hongyuan Zha

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Incorporating robustness into web ranking evaluation.

Xin Li, Fan Li, Shihao Ji, Zhaohui Zheng, Yi Chang, Anlei Dong

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Multi-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

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Protecting Personal Identification in Video.

Datong Chen, Yi Chang, Rong Yan, Jie Yang

Proceedings of the Protecting Privacy in Video Surveillance, 2009

2008

Investigation of partial query proximity in web search.

Jing Bai, Yi Chang, Hang Cui, Zhaohui Zheng, Gordon Sun, Xin Li

Proceedings of the 17th International Conference on World Wide Web, 2008

2007

Tools for Protecting the Privacy of Specific Individuals in Video.

Datong Chen, Yi Chang, Rong Yan, Jie Yang

EURASIP J. Adv. Signal Process., 2007

2006

People Identification with Limited Labels in Privacy-Protected Video.

Yi Chang, Rong Yan, Datong Chen, Jie Yang

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2004

A Re-examination of IR Techniques in QA System.

Yi Chang, Hongbo Xu, Shuo Bai

Proceedings of the Natural Language Processing, 2004

2003

TREC 2003 Question Answering Track at CAS-ICT.

Yi Chang, Hongbo Xu, Shuo Bai

Proceedings of The Twelfth Text REtrieval Conference, 2003