Yanxi Chen - RankMe

27 papers A* 2Misc 1Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models. CoRR Shumin Wang, Yuexiang Xie, Wenhao Zhang, Yuchang Sun, Yanxi Chen, Yaliang Li, Yanyong Zhang
2026	J	`jnl`	R CoRR Weijie Shi, Yanxi Chen, Zexi Li, Xuchen Pan, Yuchang Sun, Jiajie Xu, Xiaofang Zhou, Yaliang Li
2026	J	`jnl`	SeeUPO: Sequence-Level Agentic-RL with Convergence Guarantees. CoRR Tianyi Hu, Qingxu Fu, Yanxi Chen, Zhaoyang Liu, Bolin Ding
2025	J	`jnl`	Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights. Trans. Mach. Learn. Res. Yanxi Chen, Yaliang Li, Bolin Ding, Jingren Zhou
2025	J	`jnl`	Enhancing Latent Computation in Transformers with Latent Tokens. CoRR Yuchang Sun, Yanxi Chen, Yaliang Li, Bolin Ding
2025	J	`jnl`	Fast Computation of Optimal Transport via Entropy-Regularized Extragradient Methods. SIAM J. Optim. Gen Li, Yanxi Chen, Yu Huang, Yuejie Chi, H. Vincent Poor, Yuxin Chen
2025	J	`jnl`	Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends. CoRR Chaorui Yao, Yanxi Chen, Yuchang Sun, Yushuo Chen, Wenhao Zhang, Xuchen Pan, Yaliang Li, Bolin Ding
2025	J	`jnl`	On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting. CoRR Wenhao Zhang, Yuexiang Xie, Yuchang Sun, Yanxi Chen, Guoyin Wang, Yaliang Li, Bolin Ding, Jingren Zhou
2025	J	`jnl`	Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models. CoRR Xuchen Pan, Yanxi Chen, Yushuo Chen, Yuchang Sun, Daoyuan Chen, Wenhao Zhang, Yuexiang Xie, Yilun Huang, Yilei Zhang, Dawei Gao, Yaliang Li, Bolin Ding, Jingren Zhou
2024	J	`jnl`	A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models. CoRR Yanxi Chen, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
2024	J	`jnl`	Clustering Mixtures of Discrete Distributions: A Note on Mitra's Algorithm. CoRR Mohamed Seif, Yanxi Chen
2024	J	`jnl`	Differentially Private Sketch-and-Solve for Community Detection via Semidefinite Programming. IEEE J. Sel. Areas Inf. Theory Mohamed Seif, Yanxi Chen, Andrea J. Goldsmith, H. Vincent Poor
2024	A*	`conf`	EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism. ICML Yanxi Chen, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
2024	J	`jnl`	EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models. CoRR Xuchen Pan, Yanxi Chen, Yaliang Li, Bolin Ding, Jingren Zhou
2024	J	`jnl`	On the Design and Analysis of LLM-Based Algorithms. CoRR Yanxi Chen, Yaliang Li, Bolin Ding, Jingren Zhou
2023	J	`jnl`	EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism. CoRR Yanxi Chen, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
2023	J	`jnl`	Fast Computation of Optimal Transport via Entropy-Regularized Extragradient Methods. CoRR Gen Li, Yanxi Chen, Yuejie Chi, H. Vincent Poor, Yuxin Chen
2023	—	`—`	Machine Learning and Optimization with Latent Variables. Yanxi Chen
2023	J	`jnl`	Ranking from Pairwise Comparisons in General Graphs and Graphs with Locality. CoRR Yanxi Chen
2022	A*	`conf`	Learning Mixtures of Linear Dynamical Systems. ICML Yanxi Chen, H. Vincent Poor
2022	J	`jnl`	Learning Mixtures of Linear Dynamical Systems. CoRR Yanxi Chen, H. Vincent Poor
2021	J	`jnl`	Learning Mixtures of Low-Rank Models. IEEE Trans. Inf. Theory Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen
2020	J	`jnl`	Learning Mixtures of Low-Rank Models. CoRR Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen
2018	J	`jnl`	Active Orthogonal Matching Pursuit for Sparse Subspace Clustering. IEEE Signal Process. Lett. Yanxi Chen, Gen Li, Yuantao Gu
2018	Misc	`conf`	Change-Point Detection of Gaussian Graph Signals with Partial Information. ICASSP Yanxi Chen, Xianghui Mao, Dan Ling, Yuantao Gu
2018	J	`jnl`	Subspace Change-Point Detection: A New Model and Solution. IEEE J. Sel. Top. Signal Process. Yuchen Jiao, Yanxi Chen, Yuantao Gu
2017	J	`jnl`	Active Orthogonal Matching Pursuit for Sparse Subspace Clustering. CoRR Yanxi Chen, Gen Li, Yuantao Gu