| 2026 | ACL | Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures. | Yi Hu, Jiaqi Gu, Ruxin Wang, Zijun Yao, Hao Peng, Xiaobao Wu, Jianhui Chen, Muhan Zhang, Liangming Pan |
| 2025 | ECAI | Deep Bilateral Intensity-Position Registration for Autonomous Ureteroscopic Navigation. | Xiangtao Du, Wenkang Fan, Hao Fang, Jianhui Chen, Song Zheng, Guangcheng Luo, Xiongbiao Luo |
| 2025 | PIMRC | Beam Tracking for Misalignment Mitigation in Optical Wireless Communication. | Jianhui Chen, Tilahun Zerihun Gutema, Wasiu O. Popoola |
| 2024 | ACL | MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. | Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li |
| 2024 | ICLR | KoLA: Carefully Benchmarking World Knowledge of Large Language Models. | Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Kaifeng Yun, Linlu Gong, Nianyi Lin, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li |
| 2024 | WCNC | Comparative Study of Frequency-based Modulations for Visible Light Communication. | Tilahun Zerihun Gutema, Jianhui Chen, Trio Adiono, Wasiu O. Popoola |
| 2024 | WISE | A Hypertension Early Warning Model Combining Generative Adversarial Networks and Long Short-Term Memory Neural Networks. | Shaofu Lin, Ziqian Qiao, Jianhui Chen, Zhisheng Huang |
| 2023 | IJCNN | DUP-Net: Double U-PoolFormer Networks for Renal Artery Segmentation in CT Urography. | Bei Li, Wenkang Fan, Mingxian Yang, Zhiyuan Liu, Song Zheng, Jianhui Chen, Yinran Chen, Xiongbiao Luo |
| 2023 | MICCAI | A Novel Video-CTU Registration Method with Structural Point Similarity for FURS Navigation. | Mingxian Yang, Yinran Chen, Bei Li, Zhiyuan Liu, Song Zheng, Jianhui Chen, Xiongbiao Luo |
| 2022 | ICSE | Data-Driven Loop Bound Learning for Termination Analysis. | Rongchen Xu, Jianhui Chen, Fei He |
| 2021 | ICCV | BabelCalib: A Universal Approach to Calibrating Central Cameras. | Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen, Michal Perdoch, Christopher Zach, James Pritts |
| 2020 | PLDI | Proving almost-sure termination by omega-regular decomposition. | Jianhui Chen, Fei He |
| 2020 | WACV | Adapting Grad-CAM for Embedding Networks. | Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori |
| 2019 | BMVC | Pan-tilt-zoom SLAM for Sports Videos. | Jikai Lu, Jianhui Chen, James J. Little |
| 2019 | CVPR | Sports Camera Calibration via Synthetic Data. | Jianhui Chen, James J. Little |
| 2019 | WACV | Learning Sports Camera Selection From Internet Videos. | Jianhui Chen, Keyu Lu, Sijia Tian, James J. Little |
| 2018 | WACV | Camera Selection for Broadcasting Soccer Games. | Jianhui Chen, Lili Meng, James J. Little |
| 2018 | WACV | A Two-Point Method for PTZ Camera Calibration in Sports. | Jianhui Chen, Fangrui Zhu, James J. Little |
| 2018 | VCIP | Automated Coronary Tree Segmentation for X-ray Angiography Sequences Using Fully-convolutional Neural Networks. | Lei Zhao, Deyu Li, Jianhui Chen, Tao Wan |
| 2017 | AAAI | Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation. | Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang |
| 2017 | AAAI | A Framework of Online Learning with Imbalanced Streaming Data. | Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen |
| 2017 | BMVC | Light Cascaded Convolutional Neural Networks for Accurate Player Detection. | Keyu Lu, Jianhui Chen, James J. Little, Hangen He |
| 2017 | CVPR | Classification of Puck Possession Events in Ice Hockey. | Moumita Roy Tora, Jianhui Chen, James J. Little |
| 2017 | ICDE | Link Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation. | Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han |
| 2017 | ICIP | Kinetic measures for distinguishing vulnerable from stable atherosclerotic plaque with dynamic contrast-enhanced MRI. | Zengchang Qin, Yaping Wang, Wanshu Zhang, Jianhui Chen, Tao Wan |
| 2017 | IROS | Backtracking regression forests for accurate camera relocalization. | Lili Meng, Jianhui Chen, Frederick Tung, James J. Little, Julien Valentin, Clarence W. de Silva |
| 2017 | KDD | Convex Factorization Machine for Toxicogenomics Prediction. | Makoto Yamada, Wenzhao Lian, Amit Goyal, Jianhui Chen, Kishan Wimalawarne, Suleiman A. Khan, Samuel Kaski, Hiroshi Mamitsuka, Yi Chang |
| 2017 | WSDM | Learning Parametric Models for Context-Aware Query Auto-Completion via Hawkes Processes. | Liangda Li, Hongbo Deng, Jianhui Chen, Yi Chang |
| 2017 | WSDM | Link Prediction with Cardinality Constraint. | Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang, Philip S. Yu |
| 2016 | BMVC | Exploiting Random RGB and Sparse Features for Camera Pose Estimation. | Lili Meng, Jianhui Chen, Frederick Tung, James J. Little, Clarence W. de Silva |
| 2016 | CVPR | Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees. | Jianhui Chen, Hoang Minh Le, Peter Carr, Yisong Yue, James J. Little |
| 2016 | KDD | Ranking Relevance in Yahoo Search. | Dawei Yin, Yuening Hu, Jiliang Tang, Tim Daly Jr., Mianwei Zhou, Hua Ouyang, Jianhui Chen, Changsung Kang, Hongbo Deng, Chikashi Nobata, Jean-Marc Langlois, Yi Chang |
| 2016 | UAI | Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections. | Jianhui Chen, Tianbao Yang, Qihang Lin, Lijun Zhang, Yi Chang |
| 2015 | AAAI | Exploiting Task-Feature Co-Clusters in Multi-Task Learning. | Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen |
| 2015 | WACV | Mimicking Human Camera Operators. | Jianhui Chen, Peter Carr |
| 2014 | AISTATS | Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs. | Jianhui Chen, Tianbao Yang, Shenghuo Zhu |
| 2014 | ICIP | Wavelet-based statistical features for distinguishing mitotic and non-mitotic cells in breast cancer histopathology. | Tao Wan, Xu Liu, Jianhui Chen, Zengchang Qin |
| 2012 | CVPR | Calibration for high-definition camera rigs with marker chessboard. | Jianhui Chen, Karim Benzeroual, Robert S. Allison |
| 2011 | KDD | Integrating low-rank and group-sparse structures for robust multi-task learning. | Jianhui Chen, Jiayu Zhou, Jieping Ye |
| 2010 | IJCNN | Data-Brain driven multi-aspect mining process planning. | Ning Zhong, Jianhui Chen |
| 2010 | KDD | Learning incoherent sparse and low-rank patterns from multiple tasks. | Jianhui Chen, Ji Liu, Jieping Ye |
| 2009 | ICML | A convex formulation for learning shared structures from multiple tasks. | Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye |
| 2009 | IJCAI | Learning the Optimal Neighborhood Kernel for Classification. | Jun Liu, Jianhui Chen, Songcan Chen, Jieping Ye |
| 2009 | IJCAI | On Multiple Kernel Learning with Multiple Labels. | Lei Tang, Jianhui Chen, Jieping Ye |
| 2009 | KDD | Large-scale sparse logistic regression. | Jun Liu, Jianhui Chen, Jieping Ye |
| 2008 | ICML | Training SVM with indefinite kernels. | Jianhui Chen, Jieping Ye |
| 2008 | KDD | Learning subspace kernels for classification. | Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu, Jieping Ye |
| 2007 | CVPR | Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction. | Jianhui Chen, Jieping Ye, Qi Li |
| 2007 | ICML | Discriminant kernel and regularization parameter learning via semidefinite programming. | Jieping Ye, Jianhui Chen, Shuiwang Ji |
| 2007 | KDD | Nonlinear adaptive distance metric learning for clustering. | Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu |
| 2007 | KDD | Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming. | Jieping Ye, Shuiwang Ji, Jianhui Chen |