Yuxin Xiong

According to our database, Yuxin Xiong authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning.

Rohan Surana, Gagan Mundada, Xunyi Jiang, Chuhan Wang, Zhenwei Tang, Difan Jiao, Zihan Huang, Yuxin Xiong, Junda Wu, Sheldon Yu, Xintong Li, Raghav Jain, Nikki Kuang, Sizhe Zhou, Bowen Jin, Zhendong Chu, Tong Yu, Ryan Rossi, Kuan-Hao Huang, Jingbo Shang, Jiawei Han, Julian J. McAuley

CoRR, May, 2026

2025

K2-Think: A Parameter-Efficient Reasoning System.

Zhoujun Cheng, Richard Fan, Shibo Hao, Taylor W. Killian, Haonan Li, Suqi Sun, Hector Ren, Alexander Moreno, Daqian Zhang, Tianjun Zhong, Yuxin Xiong, Yuanzhe Hu, Yutao Xie, Xudong Han, Yuqi Wang, Varad Pimpalkhute, Yonghao Zhuang, Aaryamonvikram Singh, Xuezhi Liang, Anze Xie, Jianshu She, Desai Fan, Chengqian Gao, Liqun Ma, Mikhail Yurochkin, John Maggs, Xuezhe Ma, Guowei He, Zhiting Hu, Zhengzhong Liu, Eric P. Xing

CoRR, September, 2025

CTRLS: Chain-of-Thought Reasoning via Latent State-Transition.

Junda Wu, Yuxin Xiong, Xintong Li, Zhengmian Hu, Tong Yu, Rui Wang, Xiang Chen, Jingbo Shang, Julian J. McAuley

CoRR, July, 2025

OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models.

Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics.

Sheldon Yu, Yuxin Xiong, Junda Wu, Xintong Li, Tong Yu, Xiang Chen, Ritwik Sinha, Jingbo Shang, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.

Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Low-Computational Algorithm for Check Node Processing in Non-Binary LDPC Decoders.

Shengjun Xiong, Lisheng Zhou, Yuxin Xiong, Dong Li

Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning, 2025

2024

Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation.

Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Emergent Communication in Interactive Sketch Question Answering.

Zixing Lei, Yiming Zhang, Yuxin Xiong, Siheng Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Gray-Box Modeling of the Vehicle Cabin and Comparison of Model Accuracy using Different Zonal Distributions.

Yuxin Xiong, Roland Göttig, Klaus Sedlbauer

Proceedings of the IEEE Conference on Control Technology and Applications, 2023