| 2025 | CVPR | EmoEdit: Evoking Emotions through Image Manipulation. | Jingyuan Yang, Jiawei Feng, Weibin Luo, Dani Lischinski, Daniel Cohen-Or, Hui Huang |
| 2025 | ICIS | Who Thrives, Who Stays? Predicting Talent Potential from Level-Aware Career Moves. | Dawei Xu, Jingyuan Yang, Hao Zhong, Xitong Li |
| 2025 | ICLR | Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors. | Weixuan Wang, Jingyuan Yang, Wei Peng |
| 2025 | USENIX | ShieldReduce: Fine-Grained Shielded Data Reduction. | Jingyuan Yang, Jun Wu, Ruilin Wu, Jingwei Li, Patrick P. C. Lee, Xiong Li, Xiaosong Zhang |
| 2024 | ACL | Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach. | Jingyuan Yang, Dapeng Chen, Yajing Sun, Rongjun Li, Zhiyong Feng, Wei Peng |
| 2024 | COLING | Contextual Modeling for Document-level ASR Error Correction. | Jin Jiang, Xunjian Yin, Xiaojun Wan, Wei Peng, Rongjun Li, Jingyuan Yang, Yanquan Zhou |
| 2024 | CVPR | EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models. | Jingyuan Yang, Jiawei Feng, Hui Huang |
| 2024 | ICASSP | Cross Modal Training for ASR Error Correction with Contrastive Learning. | Jin Jiang, Xiaojun Wan, Wei Peng, Rongjun Li, Jingyuan Yang, Yanquan Zhou |
| 2023 | ACL | Intent Discovery with Frame-guided Semantic Regularization and Augmentation. | Yajing Sun, Rui Zhang, Jingyuan Yang, Wei Peng |
| 2023 | ICASSP | Knowledge-Augmented Frame Semantic Parsing with Hybrid Prompt-Tuning. | Rui Zhang, Yajing Sun, Jingyuan Yang, Wei Peng |
| 2023 | ICCV | EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes. | Jingyuan Yang, Qirui Huang, Tingting Ding, Dani Lischinski, Daniel Cohen-Or, Hui Huang |
| 2022 | APWEB | User Multi-behavior Enhanced POI Recommendation with Efficient and Informative Negative Sampling. | Hanzhe Li, Jingjing Gu, Haochao Ying, Xinjiang Lu, Jingyuan Yang |
| 2022 | Interspeech | ASR Error Correction with Constrained Decoding on Operation Prediction. | Jingyuan Yang, Rongjun Li, Wei Peng |
| 2021 | CVPR | A Circular-Structured Representation for Visual Emotion Distribution Learning. | Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Xinbo Gao |
| 2021 | GECCO | Evaluating medical aesthetics treatments through evolved age-estimation models. | Risto Miikkulainen, Elliot Meyerson, Xin Qiu, Ujjayant Sinha, Raghav Kumar, Karen Hofmann, Yiyang Matt Yan, Michael Ye, Jingyuan Yang, Damon Caiazza, Stephanie Manson Brown |
| 2021 | ICANN | Depth Mapping Hybrid Deep Learning Method for Optic Disc and Cup Segmentation on Stereoscopic Ocular Fundus. | Gang Yang, Yunfeng Du, Yanni Wang, Donghong Li, Dayong Ding, Jingyuan Yang, Gangwei Cheng |
| 2019 | MICCAI | Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization. | Weisen Wang, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Jingyuan Yang, Feng He, Zhikun Yang, Di Chen, Dayong Ding, Youxin Chen, Xirong Li |
| 2019 | PAKDD | Adaptively Transfer Category-Classifier for Handwritten Chinese Character Recognition. | Yongchun Zhu, Fuzhen Zhuang, Jingyuan Yang, Xi Yang, Qing He |
| 2018 | ICDM | Incomplete Label Uncertainty Estimation for Petition Victory Prediction with Dynamic Features. | Junxiang Wang, Yuyang Gao, Andreas Zfle, Jingyuan Yang, Liang Zhao |
| 2018 | ICDM | CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. | Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin |
| 2018 | INFOCOM | A unified clustering approach for identifying functional zones in suburban and urban areas. | Jingyuan Yang, Jin Cao, Ran He, Lisa Zhang |
| 2016 | KDD | Talent Circle Detection in Job Transition Networks. | Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu |
| 2015 | ICDM | Station Site Optimization in Bike Sharing Systems. | Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu |
| 2015 | ICDM | Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations. | Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu |