Chuxu Zhang

2026

doi dblp
Controllable Graph Generation with Diffusion Models via Inference-Time Tree Search Guidance.
Jiachi Zhao|Zehong Wang|Yamei Liao|Chuxu Zhang|Yanfang Ye
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
RSM: Reinforced Subgraph Matching Framework with Fine-grained Operation based Search Plan.
Ziming Li|Yuequn Dou|Youhuan Li|Xinhuan Chen|Chuxu Zhang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning.
Yiyue Qian|Tianyi Ma|Chuxu Zhang|Yanfang Ye
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Training MLPs on Graphs without Supervision.
Zehong Wang|Zheyuan Zhang|Chuxu Zhang|Yanfang Ye
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Resource-Efficient Learning for the Web.
Chuxu Zhang|Kaize Ding|Jundong Li|Dongkuan Xu|Haoyu Wang|Derek Zhiyuan Cheng|Huan Liu
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web.
Chuxu Zhang|Kaize Ding|Jundong Li|Dongkuan Xu|Haoyu Wang|Derek Zhiyuan Cheng|Huan Liu
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement.
Yiyue Qian|Tianyi Ma|Chuxu Zhang|Yanfang Ye
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Heterogeneous Temporal Graph Neural Network Explainer.
Jiazheng Li|Chunhui Zhang|Chuxu Zhang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data.
Qianlong Wen|Jiazheng Li|Chuxu Zhang|Yanfang Ye
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Self-Supervised Graph Structure Refinement for Graph Neural Networks.
Jianan Zhao|Qianlong Wen|Mingxuan Ju|Chuxu Zhang|Yanfang Ye
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
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.
doi dblp
Fair Graph Representation Learning via Diverse Mixture-of-Experts.
Zheyuan Liu|Chunhui Zhang|Yijun Tian|Erchi Zhang|Chao Huang|Yanfang Ye|Chuxu Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Multi-Modal Self-Supervised Learning for Recommendation.
Wei Wei|Chao Huang|Lianghao Xia|Chuxu Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Grounded Task Prioritization with Context-Aware Sequential Ranking.
Chuxu Zhang|Julia Kiseleva|Sujay Kumar Jauhar|Ryen W. White
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
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
doi dblp
Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning.
Yiyue Qian|Yiming Zhang|Nitesh V. Chawla|Yanfang Ye|Chuxu Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
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
doi dblp
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

2021

doi dblp
Inductive Contextual Relation Learning for Personalization.
Chuxu Zhang|Huaxiu Yao|Lu Yu|Chao Huang|Dongjin Song|Haifeng Chen|Meng Jiang|Nitesh V. Chawla
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3
doi dblp
Recipe Representation Learning with Networks.
Yijun Tian|Chuxu Zhang|Ronald A. Metoyer|Nitesh V. Chawla
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
RxNet: Rx-refill Graph Neural Network for Overprescribing Detection.
Jianfei Zhang|Ai-Te Kuo|Jianan Zhao|Qianlong Wen|Erin L. Winstanley|Chuxu Zhang|Yanfang Ye
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Few-Shot Graph Learning for Molecular Property Prediction.
Zhichun Guo|Chuxu Zhang|Wenhao Yu|John Herr|Olaf Wiest|Meng Jiang|Nitesh V. Chawla
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
GraSeq: Graph and Sequence Fusion Learning for Molecular Property Prediction.
Zhichun Guo|Wenhao Yu|Chuxu Zhang|Meng Jiang|Nitesh V. Chawla
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Learning from Heterogeneous Networks: Methods and Applications.
Chuxu Zhang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting.
Xian Wu|Chao Huang|Chuxu Zhang|Nitesh V. Chawla
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Deep Dynamic Fusion Network for Traffic Accident Forecasting.
Chao Huang|Chuxu Zhang|Peng Dai|Liefeng Bo
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks.
Chuxu Zhang|Ananthram Swami|Nitesh V. Chawla
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi dblp
MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting.
Chao Huang|Chuxu Zhang|Jiashu Zhao|Xian Wu|Nitesh V. Chawla|Dawei Yin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
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