| 2026 | AAAI | Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models. | Hanqing Wang, Shaoyang Wang, Yiming Zhong, Zemin Yang, Jiamin Wang, Zhiqing Cui, Jiahao Yuan, Yifan Han, Mingyu Liu, Yuexin Ma |
| 2026 | ACL | ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning. | Jinyang Wu, Guocheng Zhai, Ruihan Jin, Jiahao Yuan, Yuhao Shen, Shuai Zhang, Zhengqi Wen, Jianhua Tao |
| 2026 | WWW | Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning. | Jiahao Yuan, Zhiqing Cui, Hanqing Wang, Yuansheng Gao, Yucheng Zhou, Usman Naseem |
| 2025 | ACL | ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework. | Jiahao Yuan, Zixiang Di, Zhiqing Cui, Guisong Yang, Usman Naseem |
| 2025 | ACL | Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up. | Jiahao Yuan, Dehui Du, Hao Zhang, Zixiang Di, Usman Naseem |
| 2022 | ICDE | Micro-Behavior Encoding for Session-based Recommendation. | Jiahao Yuan, Wendi Ji, Dell Zhang, Jinwei Pan, Xiaoling Wang |
| 2022 | PAKDD | Multi-channel Orthogonal Decomposition Attention Network for Sequential Recommendation. | Jia Guo, Wendi Ji, Jiahao Yuan, Xiaoling Wang |
| 2022 | PAKDD | Order-Aware Graph Neural Network for Sequential Recommendation. | Xinlei Zhang, Wendi Ji, Jiahao Yuan, Xiaoling Wang |
| 2022 | WSDM | Community Trend Prediction on Heterogeneous Graph in E-commerce. | Jiahao Yuan, Zhao Li, Pengcheng Zou, Xuan Gao, Jinwei Pan, Wendi Ji, Xiaoling Wang |
| 2021 | AAAI | Dual Sparse Attention Network For Session-based Recommendation. | Jiahao Yuan, Zihan Song, Mingyou Sun, Xiaoling Wang, Wayne Xin Zhao |
| 2021 | WISE | Capturing Multi-granularity Interests with Capsule Attentive Network for Sequential Recommendation. | Zihan Song, Jiahao Yuan, Xiaoling Wang, Wendi Ji |
| 2021 | WISE | HRFA: Don't Ignore Strangers with Different Views. | Senhui Zhang, Wendi Ji, Jiahao Yuan, Xiaoling Wang |
| 2020 | ICWS | POEM: Position Order Enhanced Model for Session-based Recommendation Service. | Mingyou Sun, Jiahao Yuan, Zihan Song, Yuanyuan Jin, Xingjian Lu, Xiaoling Wang |
| 2020 | IGARSS | Preliminary Study of Wavelength Positions of Leaf Fluorescence Peaks with Experimental Data. | Feng Zhao, Jiahao Yuan, Yanbo Huang, Troy S. Magney, Albert Porcar-Castell |
| 2019 | DASFAA | Attention-Based Neural Tag Recommendation. | Jiahao Yuan, Yuanyuan Jin, Wenyan Liu, Xiaoling Wang |
| 2018 | DASFAA | MusicRoBot: Towards Conversational Context-Aware Music Recommender System. | Chunyi Zhou, Yuanyuan Jin, Kai Zhang, Jiahao Yuan, Shengyuan Li, Xiaoling Wang |