| 2025 | EMNLP | Multilingual Language Model Pretraining using Machine-translated Data. | Jiayi Wang, Yao Lu, Maurice Weber, Max Ryabinin, David Ifeoluwa Adelani, Yihong Chen, Raphael Tang, Pontus Stenetorp |
| 2024 | EMNLP | TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems. | Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang |
| 2024 | ICLR | Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. | Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane |
| 2024 | IROS | ParametricNet++: A 6DoF Pose Estimation Network with Sparse Keypoint Recovery for Parametric Shapes in Stacked Scenarios. | Yihan Xie, Wei Jie Lv, Xin-Yu Zhang, Yihong Chen, Long Zeng |
| 2023 | ACL | Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. | Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe |
| 2022 | ECCV | PointScatter: Point Set Representation for Tubular Structure Extraction. | Dong Wang, Zhao Zhang, Ziwei Zhao, Yuhang Liu, Yihong Chen, Liwei Wang |
| 2022 | ECCV | Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection. | Ziwei Zhao, Dong Wang, Yihong Chen, Ziteng Wang, Liwei Wang |
| 2021 | ICLR | Learnable Embedding sizes for Recommender Systems. | Siyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li |
| 2020 | ACL | You Impress Me: Dialogue Generation via Mutual Persona Perception. | Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang |
| 2020 | CVPR | Memory Enhanced Global-Local Aggregation for Video Object Detection. | Yihong Chen, Yue Cao, Han Hu, Liwei Wang |
| 2019 | AAAI | A Domain Generalization Perspective on Listwise Context Modeling. | Lin Zhu, Yihong Chen, Bowen He |
| 2019 | IJCAI | HDI-Forest: Highest Density Interval Regression Forest. | Lin Zhu, Jiaxing Lu, Yihong Chen |
| 2019 | KDD | λOpt: Learn to Regularize Recommender Models in Finer Levels. | Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang |
| 2018 | KDD | Learning-to-Ask: Knowledge Acquisition via 20 Questions. | Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao |
| 2018 | RecSys | Automatic Music Playlist Continuation via Neighbor-based Collaborative Filtering and Discriminative Reweighting/Reranking. | Lin Zhu, Bowen He, Mengxin Ji, Cheng Ju, Yihong Chen |