Hongyang Chen

2026

Assessing Color Vision Test in Large Vision-language Models.

Hongfei Ye|Bin Chen|Wenxi Liu|Yu Zhang|Zhao Li|Dandan Ni|Hongyang Chen

Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026

2025

Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug Discovery.

Ruifeng Li|Wei Liu|Xiangxin Zhou|Mingqian Li|Qiang Zhang|Hongyang Chen|Xuemin Lin

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition.

Bin Chen|Yu Zhang|Hongfei Ye|Yizi Huang|Hongyang Chen

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

Modeling dynamic spatiotemporal user preference for location prediction: a mutually enhanced method.

Jiawei Cai|Dong Wang|Hongyang Chen|Chenxi Liu|Zhu Xiao

World Wide Web (WWW) 2024 Volume 27 Issue 2

Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective.

Dandan Ni|Sheng Zhang|Cong Deng|Han Liu|Gang Chen|Minhao Cheng|Hongyang Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.

Zhengyang Zhou|Jiahao Shi|Hongbo Zhang|Qiongyu Chen|Xu Wang|Hongyang Chen|Yang Wang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation.

Zhen Zhang|Meihan Liu|Anhui Wang|Hongyang Chen|Zhao Li|Jiajun Bu|Bingsheng He

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network.

Han Liu|Hongxiang Lin|Xiaotong Zhang|Fenglong Ma|Hongyang Chen|Lei Wang|Hong Yu|Xianchao Zhang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing.

Yang Liu|Chuan Zhou|Shirui Pan|Jia Wu|Zhao Li|Hongyang Chen|Peng Zhang

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Foreseeing private car transfer between urban regions with multiple graph-based generative adversarial networks.

Chenxi Liu|Zhu Xiao|Dong Wang|Minhao Cheng|Hongyang Chen|Jiawei Cai

World Wide Web (WWW) 2022 Volume 25 Issue 6

TrajFormer: Efficient Trajectory Classification with Transformers.

Yuxuan Liang|Kun Ouyang|Yiwei Wang|Xu Liu|Hongyang Chen|Junbo Zhang|Yu Zheng|Roger Zimmermann

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022