| 2026 | ACL | Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data. | Yuxuan Lu, Jing Huang, Yan Han, Bingsheng Yao, Sisong Bei, Yaochen Xie, Yisi Sang, Qi He, Dakuo Wang |
| 2025 | ACL | Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models. | Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han, Chen Luo, Jing Huang, Zhen Li, Suhang Wang, Yue Xing, Jiliang Tang, Qi He |
| 2025 | ICASSP | Towards Patronizing and Condescending Language in Chinese Videos: A Multimodal Dataset and Detector. | Hongbo Wang, Junyu Lu, Yan Han, Kai Ma, Liang Yang, Hongfei Lin |
| 2025 | NAACL | Extracting and Understanding the Superficial Knowledge in Alignment. | Runjin Chen, Gabriel J. Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. Hirata, Junyuan Hong, Bhavya Kailkhura |
| 2024 | PRICAI | Modeling the Structural and Semantic Features for Japanese Lyrics Generation of J-Pop Songs. | Yan Han, Hongbo Wang |
| 2024 | WWW | Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting. | Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang |
| 2023 | AAAI | PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor. | Shun Lu, Yu Hu, Peihao Wang, Yan Han, Jianchao Tan, Jixiang Li, Sen Yang, Ji Liu |
| 2023 | HPCC | Clinical application of remote fetal heart rate monitoring system for AI early warning | Chunyu Zhuang, Xiaojing Chen, Chunlan Lin, Yan Han, Qingmei Zhang, Qiongliang Du, Yucong Duan, Jiacheng Chen |
| 2023 | ICCV | Vision HGNN: An Image is More than a Graph of Nodes. | Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, Zhangyang Wang |
| 2023 | WSDM | Search Behavior Prediction: A Hypergraph Perspective. | Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian |
| 2022 | WACV | Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop. | Yan Han, Chongyan Chen, Ahmed H. Tewfik, Benjamin S. Glicksberg, Ying Ding, Yifan Peng, Zhangyang Wang |
| 2022 | WACV | Towards a Robust Differentiable Architecture Search under Label Noise. | Christian Simon, Piotr Koniusz, Lars Petersson, Yan Han, Mehrtash Harandi |
| 2021 | AMIA | Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays. | Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Song Wang, Ahmed H. Tewfik, George Shih, Ying Ding, Yifan Peng |
| 2021 | ICDM | SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata. | Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F. Rousseau, Yifan Peng, Ying Ding |
| 2020 | ICASSP | Speech Synthesis Using EEG. | Gautam Krishna, Co Tran, Yan Han, Mason Carnahan, Ahmed H. Tewfik |
| 2020 | WACV | Learning from Noisy Labels via Discrepant Collaborative Training. | Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi |
| 2019 | ICFP | Representing music with prefix trees. | Yan Han, Nada Amin, Neel Krishnaswami |
| 2018 | APCC | Coverage Performance of Vehicular Users with a Hybrid-Duplex Moving Relay. | Sijia Jia, Xiaodong Xu, Xiaoxuan Tang, Yan Han, Xiaofeng Tao |
| 2018 | WCNC | Power allocation for device-to-device underlay communication with femtocell using stackelberg game. | Yan Han, Xiaofeng Tao, Xuefei Zhang |
| 2018 | WCNC | Transmission time analysis for hybrid V2V and V2I communications in multi-lane vehicular networks. | Sicheng Zhao, Xuefei Zhang, Yan Han, Xiaofeng Tao |
| 2017 | DATE | Fault clustering technique for 3D memory BISR. | Tianjian Li, Yan Han, Xiaoyao Liang, Hsien-Hsin S. Lee, Li Jiang |
| 2007 | Interspeech | Hierarchical acoustic modeling based on random-effects regression for automatic speech recognition. | Yan Han, Lou Boves |
| 2006 | ICASSP | Trajectory Clustering of Syllable-Length Acoustic Models for Continuous Speech Recognition. | Yan Han, Annika Hmlinen, Lou Boves |
| 2006 | Interspeech | Syllable-length path mixture hidden Markov models with trajectory clustering for continuous speech recognition. | Yan Han, Lou Boves |
| 2005 | Interspeech | Speech trajectory clustering for improved speech recognition. | Yan Han, Johan de Veth, Lou Boves |
| 2005 | PDCAT | Research of Multi-Agent System Model and Learning Method. | Yong-mei Zhang, Yan Han |
| 2003 | SACMAT | A methodology for managing roles in legacy systems. | Sylvia L. Osborn, Yan Han, Jun Liu |