Jianda Chen - RankMe

32 papers A* 10A 2Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-Verification Dilemma: Experience-Driven Suppression of Overused Checking in LLM Reasoning. CoRR Quanyu Long, Kai Jie Jiang, Jianda Chen, Xu Guo, Leilei Gan, Wenya Wang
2025	A*	`conf`	Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners. ICRA Wen Zheng Terence Ng, Jianda Chen, Yuan Xu, Tianwei Zhang
2025	J	`jnl`	Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Yuan Xu, Tianwei Zhang
2025	J	`jnl`	Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration. CoRR Chengqi Zheng, Haiyan Yin, Jianda Chen, Terence Ng, Yew-Soon Ong, Ivor W. Tsang
2025	J	`jnl`	MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming. CoRR Chengqi Zheng, Jianda Chen, Yueming Lyu, Wen Zheng Terence Ng, Haopeng Zhang, Yew-Soon Ong, Ivor W. Tsang, Haiyan Yin
2025	J	`jnl`	Position: Standard Benchmarks Fail - LLM Agents Present Overlooked Risks for Financial Applications. CoRR Zichen Chen, Jiaao Chen, Jianda Chen, Misha Sra
2025	—	`conf`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. ACL (Findings) Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025	J	`jnl`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. CoRR Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2024	—	`conf`	Dual Action Policy for Robust Sim-to-Real Reinforcement Learning. ICANN (4) Wen Zheng Terence Ng, Jianda Chen
2024	J	`jnl`	Dual Action Policy for Robust Sim-to-Real Reinforcement Learning. CoRR Wen Zheng Terence Ng, Jianda Chen
2024	A*	`conf`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. ICRA Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Large Language Models Know What Makes Exemplary Contexts. CoRR Quanyu Long, Jianda Chen, Wenya Wang, Sinno Jialin Pan
2024	A	`conf`	Off-dynamics Conditional Diffusion Planners. IROS Wen Zheng Terence Ng, Jianda Chen, Tianwei Zhang
2024	J	`jnl`	Off-dynamics Conditional Diffusion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Tianwei Zhang
2024	A*	`conf`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. NeurIPS Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. CoRR Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2024	A*	`conf`	XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs. EMNLP Zichen Chen, Jianda Chen, Ambuj K. Singh, Misha Sra
2023	J	`jnl`	XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making. CoRR Zichen Chen, Jianda Chen, Mitali Gaidhani, Ambuj K. Singh, Misha Sra
2022	—	`—`	Advanced topics in deep reinforcement learning and its applications Jianda Chen
2022	A*	`conf`	Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities. ICLR Jianda Chen, Sinno Jialin Pan
2022	J	`jnl`	Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities. CoRR Jianda Chen, Sinno Jialin Pan
2022	A*	`conf`	Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning. NeurIPS Jianda Chen, Sinno Jialin Pan
2021	A*	`conf`	Sequential Generative Exploration Model for Partially Observable Reinforcement Learning. AAAI Haiyan Yin, Jianda Chen, Sinno Jialin Pan, Sebastian Tschiatschek
2020	J	`jnl`	A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes. IEEE Trans. Syst. Man Cybern. Syst. Long Chen, Lei Fan, Jianda Chen, Dongpu Cao, Feiyue Wang
2020	A*	`conf`	Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning. NeurIPS Jianda Chen, Shangyu Chen, Sinno Jialin Pan
2019	A*	`conf`	Accelerate Learning of Deep Hashing With Gradient Attention. ICCV Long-Kai Huang, Jianda Chen, Sinno Jialin Pan
2018	A*	`conf`	Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning. IJCAI Haiyan Yin, Jianda Chen, Sinno Jialin Pan
2017	J	`jnl`	Multi-View Feature Combination for Ancient Paintings Chronological Classification. ACM Journal on Computing and Cultural Heritage Long Chen, Jianda Chen, Qin Zou, Kai Huang, Qingquan Li
2017	J	`jnl`	Transforming a 3-D LiDAR Point Cloud Into a 2-D Dense Depth Map Through a Parameter Self-Adaptive Framework. IEEE Trans. Intell. Transp. Syst. Long Chen, Yuhang He, Jianda Chen, Qingquan Li, Qin Zou
2016	A	`conf`	Multi-task Relative Attribute Prediction by Incorporating Local Context and Global Style Information. BMVC Yuhang He, Long Chen, Jianda Chen
2015	—	`conf`	A novel way to organize 3D LiDAR point cloud as 2D depth map height map and surface normal map. ROBIO Yuhang He, Long Chen, Jianda Chen, Ming Li