| 2026 | AAAI | VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models. | Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu, Zekang Du, Mengyang Wu, Pingping Zhang, Kun Li, Hongzheng Yang, Wenao Ma, Jiaheng Wei, Qinbin Li, Kangcheng Liu, Wenqiang Lei |
| 2026 | AAAI | DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation. | Fan Zhang, Jinpeng Chen, Tao Wang, Huan Li, Senzhang Wang, Feifei Kou, Ye Ji, Kaimin Wei, Zhenye Yang |
| 2026 | ACL | See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs. | Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li |
| 2026 | WWW | Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation. | Jinpeng Chen, Jianxiang He, Yuan Cao, Huan Li, Zhenye Yang, Kaimin Wei, Xiongnan Jin, Senzhang Wang, Weiping Tu |
| 2025 | AAAI | Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection. | Weihong Bi, Feifei Kou, Lei Shi, Yawen Li, Haisheng Li, Jinpeng Chen, Mingying Xu |
| 2025 | AAAI | HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models. | Xiongnan Jin, Zhilin Wang, Jinpeng Chen, Liu Yang, Byungkook Oh, Seung-won Hwang, Jianqiang Li |
| 2025 | CIKM | STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation. | Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang |
| 2025 | EMNLP | KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation. | Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong |
| 2025 | EMNLP | SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning. | Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li |
| 2025 | ICDM | Heterogeneous Graph-Based Sequential Recommendation with Disentangled Methods. | Jinpeng Chen, Huachen Guan, Fan Zhang, Zhenye Yang, Jianxiang He, Hongbo Gao, Kaimin Wei |
| 2025 | ICML | SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. | Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace H. S. Ip, Sam Kwong |
| 2025 | SIGIR | Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation. | Jinpeng Chen, Jianxiang He, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Zhenye Yang, Ye Ji |
| 2024 | BMVC | From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion. | Huan Bao, Kaimin Wei, Yao Chen, Hanting Hou, Jinpeng Chen, Yongdong Wu |
| 2024 | CIKM | PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation. | Jinpeng Chen, Huachen Guan, Huan Li, Fan Zhang, Liwei Huang, Guangyao Pang, Xiongnan Jin |
| 2024 | ECCV | Strike a Balance in Continual Panoptic Segmentation. | Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho-Shing Ip, Sam Kwong |
| 2022 | ICONIP | Nearest Neighbor Classifier with Margin Penalty for Active Learning. | Yuan Cao, Zhiqiao Gao, Jie Hu, Mingchuan Yang, Jinpeng Chen |
| 2022 | ICTAI | UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification. | Yi Xu, Jie Hu, Zhiqiao Gao, Jinpeng Chen |
| 2021 | ICONIP | Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism. | Zhaowei Chen, Yun Xue, Luwei Xiao, Jinpeng Chen, Haolan Zhang |
| 2021 | IJCNN | Bilateral-brain-like Semantic and Syntactic Cognitive Network for Aspect-level Sentiment Analysis. | Jinpeng Chen, Zuohua Huang, Yun Xue |
| 2021 | KSEM | CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA. | Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen |
| 2017 | MDM | Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying. | Jinpeng Chen, Hua Lu, Ilkcan Keles, Christian S. Jensen |
| 2016 | MMM | Facial Age Estimation with Images in the Wild. | Ming Zou, Jianwei Niu, Jinpeng Chen, Yu Liu, Xiaoke Zhao |
| 2013 | ICPADS | Tag Co-occurrence Relationship Prediction in Heterogeneous Information Networks. | Jinpeng Chen, Hongbo Gao, Zhenyu Wu, Deyi Li |
| 2013 | PAKDD | A Novel Framework for Improving Recommender Diversity. | Jinpeng Chen, Yu Liu, Jun Hu, Wei He, Deyi Li |
| 2013 | WISE | Recommending Interesting Landmarks Based on Geo-tags from Photo Sharing Sites. | Jinpeng Chen, Zhenyu Wu, Hongbo Gao, Changjie Zhang, Xuejun Cao, Deyi Li |