| Transforming a 3-d lidar point cloud into a 2-d dense depth map through a parameter self-adaptive framework L Chen, Y He, J Chen, Q Li, Q Zou IEEE Transactions on Intelligent Transportation Systems 18 (1), 165-176, 2016 | 53 | 2016 |
| Storage efficient and dynamic flexible runtime channel pruning via deep reinforcement learning J Chen, S Chen, SJ Pan Advances in neural information processing systems 33, 14747-14758, 2020 | 44 | 2020 |
| XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs Z Chen, J Chen, A Singh, M Sra arXiv preprint arXiv:2311.08614, 2023 | 30* | 2023 |
| Multi-view feature combination for ancient paintings chronological classification L Chen, J Chen, Q Zou, K Huang, Q Li Journal on Computing and Cultural Heritage (JOCCH) 10 (2), 1-15, 2017 | 30 | 2017 |
| A full density stereo matching system based on the combination of CNNs and slanted-planes L Chen, L Fan, J Chen, D Cao, F Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 50 (2), 397-408, 2017 | 28 | 2017 |
| Accelerate learning of deep hashing with gradient attention LK Huang, J Chen, SJ Pan Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 25 | 2019 |
| LMExplainer: a Knowledge-Enhanced Explainer for Language Models Z Chen, J Chen, Y Chen, H Yu, AK Singh, M Sra arXiv preprint arXiv:2303.16537, 2023 | 22 | 2023 |
| Learning representations via a robust behavioral metric for deep reinforcement learning J Chen, S Pan Advances in Neural Information Processing Systems 35, 36654-36666, 2022 | 21 | 2022 |
| Statistical analysis of energy-aware real-time automotive systems in EAST-ADL/Stateflow EY Kang, J Chen, L Ke, S Chen 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA …, 2016 | 13 | 2016 |
| Sequential generative exploration model for partially observable reinforcement learning H Yin, J Chen, SJ Pan, S Tschiatschek Proceedings of the aaai conference on artificial intelligence 35 (12), 10700 …, 2021 | 12 | 2021 |
| Reinforcing compositional retrieval: Retrieving step-by-step for composing informative contexts Q Long, J Chen, Z Liu, N Chen, W Wang, SJ Pan Findings of the Association for Computational Linguistics: ACL 2025, 7633-7651, 2025 | 10 | 2025 |
| Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk Z Chen, J Chen, J Chen, M Sra arXiv preprint arXiv:2502.15865, 2025 | 10* | 2025 |
| A novel way to organize 3D LiDAR point cloud as 2D depth map height map and surface normal map Y He, L Chen, J Chen, M Li 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1383 …, 2015 | 10 | 2015 |
| Multi-task relative attributes prediction by incorporating local context and global style information features Y He, L Chen, J Chen Proceedings of BMVC 131, 1-12, 2016 | 9 | 2016 |
| Learning generalizable representations for reinforcement learning via adaptive meta-learner of behavioral similarities J Chen, SJ Pan The Tenth International Conference on Learning Representations, 2022 | 7 | 2022 |
| Hashing over predicted future frames for informed exploration of deep reinforcement learning H Yin, J Chen, SJ Pan arXiv preprint arXiv:1707.00524, 2017 | 7 | 2017 |
| State Chrono Representation for Enhancing Generalization in Reinforcement Learning J Chen, WZT Ng, Z Chen, S Pan, T Zhang Advances in Neural Information Processing Systems 37, 73309-73336, 2024 | 4 | 2024 |
| From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent LLM Systems in Finance Z Chen, J Chen, J Chen, M Sra ICML 2025 Workshop on Reliable and Responsible Foundation Models, 2025 | 2 | 2025 |
| MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming C Zheng, J Chen, Y Lyu, WZT Ng, H Zhang, YS Ong, I Tsang, H Yin arXiv preprint arXiv:2505.22967, 2025 | 2 | 2025 |
| Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration C Zheng, H Yin, J Chen, T Ng, YS Ong, I Tsang arXiv preprint arXiv:2503.05246, 2025 | 1 | 2025 |
Sinno Jialin PanThe Chinese University of Hong KongVerified email at cuhk.edu.hk
