Xiangliang Zhang

2026

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IntraAI: Bridging Human-AI Understanding Through Intelligent Interface Design.
Han Bao|Yue Huang|Xiangliang Zhang|Yanfang Ye
Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

2025

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New Paradigm for Evaluating Scholar Summaries: A Facet-aware Metric and a Meta-evaluation Benchmark.
Tairan Wang|Xiuying Chen|Qingqing Zhu|Taicheng Guo|Shen Gao|Zhiyong Lu|Xin Gao|Xiangliang Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
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Socially Responsible and Trustworthy Generative Foundation Models: Principles, Challenges, and Practices.
Yue Huang|Canyu Chen|Lu Cheng|Bhavya Kailkhura|Nitesh V. Chawla|Xiangliang Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings.
Yue Huang|Jingyu Tang|Dongping Chen|Bingda Tang|Yao Wan|Lichao Sun|Philip S. Yu|Xiangliang Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Think it Image by Image: Multi-Image Moral Reasoning of Large Vision-Language Models.
Chujie Gao|Yue Huang|Xiangqi Wang|Siyuan Wu|Nitesh V. Chawla|Xiangliang Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Proto-Yield: An Uncertainty-Aware Prototype Network for Yield Prediction in Real-world Chemical Reactions.
Kehan Guo|Zhen Liu|Zhichun Guo|Bozhao Nan|Olexandr Isayev|Nitesh V. Chawla|Olaf Wiest|Xiangliang Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.
Dawei Li|Yue Huang|Ming Li|Tianyi Zhou|Xiangliang Zhang|Huan Liu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Towards Few-shot Chemical Reaction Outcome Prediction.
Yili Shen|Yijun Tian|Cheng-Wei Ju|Olaf Wiest|Xiangliang Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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WildlifeLookup: A Chatbot Facilitating Wildlife Management with Accessible Data and Insights.
Xiangqi Wang|Tianyu Yang|Jason R. Rohr|Brett Scheffers|Nitesh V. Chawla|Xiangliang Zhang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
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UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs.
Yi Gui|Yao Wan|Zhen Li|Zhongyi Zhang|Dongping Chen|Hongyu Zhang|Yi Su|Bohua Chen|Xing Zhou|Wenbin Jiang|Xiangliang Zhang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
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WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs.
Yi Gui|Zhen Li|Yao Wan|Yemin Shi|Hongyu Zhang|Bohua Chen|Yi Su|Dongping Chen|Siyuan Wu|Xing Zhou|Wenbin Jiang|Hai Jin|Xiangliang Zhang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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Application of Large Language Models in Chemistry Reaction Data Extraction and Cleaning.
Xiaobao Huang|Mihir Surve|Yuhan Liu|Tengfei Luo|Olaf Wiest|Xiangliang Zhang|Nitesh V. Chawla
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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FaDE: A Face Segment Driven Identity Anonymization Framework For Fair Face Recognition.
Ziyi Kou|Yijun Tian|Meng Jiang|Xiangliang Zhang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Flexible and Adaptable Summarization via Expertise Separation.
Xiuying Chen|Mingzhe Li|Walid Magdy|Ahmed Rafea|Shen Gao|Xin Cheng|Qingqing Zhu|Rui Yan|Xin Gao|Xiangliang Zhang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Are we Making Much Progress? Revisiting Chemical Reaction Yield Prediction from an Imbalanced Regression Perspective.
Yihong Ma|Xiaobao Huang|Bozhao Nan|Nuno Moniz|Xiangliang Zhang|Olaf Wiest|Nitesh V. Chawla
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order.
Xiuying Chen|Mingzhe Li|Shen Gao|Zhangming Chan|Dongyan Zhao|Xin Gao|Xiangliang Zhang|Rui Yan
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 1
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Spatial-temporal fusion graph framework for trajectory similarity computation.
Silin Zhou|Peng Han|Di Yao|Lisi Chen|Xiangliang Zhang
World Wide Web (WWW) 2023 Volume 26 Issue 4
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Spatiotemporal data management and analytics for recommender systems.
Shuo Shang|Xiangliang Zhang|Panos Kalnis
World Wide Web (WWW) 2023 Volume 26 Issue 5
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Modeling Sequential Collaborative User Behaviors For Seller-Aware Next Basket Recommendation.
Ziyi Kou|Saurav Manchanda|Shih-Ting Lin|Min Xie|Haixun Wang|Xiangliang Zhang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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A Topic-aware Summarization Framework with Different Modal Side Information.
Xiuying Chen|Mingzhe Li|Shen Gao|Xin Cheng|Qiang Yang|Qishen Zhang|Xin Gao|Xiangliang Zhang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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LogicRec: Recommendation with Users' Logical Requirements.
Zhenwei Tang|Griffin Floto|Armin Toroghi|Shichao Pei|Xiangliang Zhang|Scott Sanner
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Telecommunication Traffic Forecasting via Multi-task Learning.
Xiaochuan Gou|Xiangliang Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs.
Qiang Yang|Changsheng Ma|Qiannan Zhang|Xin Gao|Chuxu Zhang|Xiangliang Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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Few-shot News Recommendation via Cross-lingual Transfer.
Taicheng Guo|Lu Yu|Basem Shihada|Xiangliang Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Hierarchical Hyperedge Embedding-Based Representation Learning for Group Recommendation.
Lei Guo|Hongzhi Yin|Tong Chen|Xiangliang Zhang|Kai Zheng
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
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A Biased Sampling Method for Imbalanced Personalized Ranking.
Lu Yu|Shichao Pei|Feng Zhu|Longfei Li|Jun Zhou|Chuxu Zhang|Xiangliang Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Generative Adversarial Zero-Shot Learning for Cold-Start News Recommendation.
Manal A. Alshehri|Xiangliang Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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DEMO: Disentangled Molecular Graph Generation via an Invertible Flow Model.
Changsheng Ma|Qiang Yang|Xin Gao|Xiangliang Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Look Twice as Much as You Say: Scene Graph Contrastive Learning for Self-Supervised Image Caption Generation.
Chunhui Zhang|Chao Huang|Youhuan Li|Xiangliang Zhang|Yanfang Ye|Chuxu Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Target-aware Abstractive Related Work Generation with Contrastive Learning.
Xiuying Chen|Hind Alamro|Mingzhe Li|Shen Gao|Rui Yan|Xin Gao|Xiangliang Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Interpretable Relation Learning on Heterogeneous Graphs.
Qiang Yang|Qiannan Zhang|Chuxu Zhang|Xiangliang Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
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Graph Alignment with Noisy Supervision.
Shichao Pei|Lu Yu|Guoxian Yu|Xiangliang Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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GF-VAE: A Flow-based Variational Autoencoder for Molecule Generation.
Changsheng Ma|Xiangliang Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation.
Junliang Yu|Hongzhi Yin|Jundong Li|Qinyong Wang|Nguyen Quoc Viet Hung|Xiangliang Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
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Graph Embedding for Recommendation against Attribute Inference Attacks.
Shijie Zhang|Hongzhi Yin|Tong Chen|Zi Huang|Lizhen Cui|Xiangliang Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Gaussian mixture embedding of multiple node roles in networks.
Yujun Chen|Juhua Pu|Xingwu Liu|Xiangliang Zhang
World Wide Web (WWW) 2020 Volume 23 Issue 2
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Jointly Learning Representations of Nodes and Attributes for Attributed Networks.
Zaiqiao Meng|Shangsong Liang|Xiangliang Zhang|Richard McCreadie|Iadh Ounis
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
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CRSAL: Conversational Recommender Systems with Adversarial Learning.
Xuhui Ren|Hongzhi Yin|Tong Chen|Hao Wang|Nguyen Quoc Viet Hung|Zi Huang|Xiangliang Zhang
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 4
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Recurrent Attention Walk for Semi-supervised Classification.
Uchenna Akujuobi|Qiannan Zhang|Yufei Han|Xiangliang Zhang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

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Protecting multi-party privacy in location-aware social point-of-interest recommendation.
Weiqi Wang|An Liu|Zhixu Li|Xiangliang Zhang|Qing Li|Xiaofang Zhou
World Wide Web (WWW) 2019 Volume 22 Issue 2
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A novel hybrid publication recommendation system using compound information.
Qiang Yang|Zhixu Li|An Liu|Guanfeng Liu|Lei Zhao|Xiangliang Zhang|Min Zhang|Xiaofang Zhou
World Wide Web (WWW) 2019 Volume 22 Issue 6
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In2Rec: Influence-based Interpretable Recommendation.
Huafeng Liu|Jingxuan Wen|Liping Jing|Jian Yu|Xiangliang Zhang|Min Zhang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
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Co-Embedding Attributed Networks.
Zaiqiao Meng|Shangsong Liang|Hongyan Bao|Xiangliang Zhang
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference.
Shichao Pei|Lu Yu|Robert Hoehndorf|Xiangliang Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Discovering and understanding android sensor usage behaviors with data flow analysis.
Xing Liu|Jiqiang Liu|Wei Wang|Yongzhong He|Xiangliang Zhang
World Wide Web (WWW) 2018 Volume 21 Issue 1
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Camel: Content-Aware and Meta-path Augmented Metric Learning for Author Identification.
Chuxu Zhang|Chao Huang|Lu Yu|Xiangliang Zhang|Nitesh V. Chawla
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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An effective suggestion method for keyword search of databases.
Hai Huang|Zonghai Chen|Chengfei Liu|He Huang|Xiangliang Zhang
World Wide Web (WWW) 2017 Volume 20 Issue 4
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ESearch: Incorporating Text Corpus and Structured Knowledge for Open Domain Entity Search.
Denghao Ma|Yueguo Chen|Jun Chen|Xiaoyong Du|Xiangliang Zhang
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Content-Agnostic Malware Detection in Heterogeneous Malicious Distribution Graph.
Ibrahim M. Alabdulmohsin|Yufei Han|Yun Shen|Xiangliang Zhang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2014

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Adding Robustness to Support Vector Machines Against Adversarial Reverse Engineering.
Ibrahim M. Alabdulmohsin|Xin Gao|Xiangliang Zhang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Local correlation detection with linearity enhancement in streaming data.
Qing Xie|Shuo Shang|Bo Yuan|Chaoyi Pang|Xiangliang Zhang
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Efficient estimation of dynamic density functions with an application to outlier detection.
Abdulhakim Ali Qahtan|Xiangliang Zhang|Suojin Wang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012