Yi Xin

PhD student, Nanjing university

Joined

November 2022

Names

Yi Xin (Preferred)

Emails

****@smail.nju.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Nanjing university (nju.edu.cn)

2023 – 2027

MS student

Nanjing University (nju.edu.cn)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Chongjun Wang

2023 – 2027

Expertise

Autoregressive Image Generation

2023 – 2024

Parameter-Efficient Transfer Learning

2022 – 2023

Publications

Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey
Junqiao Wang, Zeng Zhang, Yangfan He, Zihao Zhang, Xinyuan Song, Yuyang Song, TIANYU SHI, Yuchen Li, Hengyuan Xu, Kunyu Wu, Yi Xin, Zhongwei Wan, Xinhang Yuan, Zijun Wang, Kuan Lu, Menghao Huo, Jingqun Tang, Guangwu Qian, Keqin Li, Qiuwu Chen et al. (1 additional authors not shown)
- ICLR 2026 Workshop LLM Reasoning
- Readers: Everyone
Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design
Jaemoo Choi, Yuchen Zhu, Wei Guo, Petr Molodyk, Bo Yuan, Jinbin Bai, Yi Xin, Molei Tao, Yongxin Chen
- ReALM-GEN 2026 - ICLR 2026 Workshop
- Readers: Everyone
Enhancing Low-Cost Video Editing with Lightweight Adaptors and Temporal-Aware Inversion
Yangfan He, Sida Li, Jianhui Wang, Xinyuan Song, Kun Li, Xinhang Yuan, Kuan Lu, Menghao Huo, Jingqun Tang, Yi Xin, Jiaqi Chen, Keqin Li, Miao Zhang, Xueqian Wang
- CPAL 2026 (Proceedings Track) Poster
- Readers: Everyone
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Le Zhuo, Liangbing Zhao, Sayak Paul, Yue Liao, Renrui Zhang, Yi Xin, Peng Gao, Mohamed Elhoseiny, Hongsheng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Lightning Video: Building Compact Diffusion Transformers for High-Fidelity On-Device Video Generation
Juncheng Yan, Qi Qin, Hongbo Ma, Le Zhuo, Yinan Liang, Yuandong Pu, Yi Xin, Wenzhao Zheng, Yu Qiao, Yihao Liu, Jiwen Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis
Junzhi Ning, Wei Li, Cheng Tang, Jiashi Lin, Chenglong Ma, Chaoyang Zhang, Jiyao Liu, Ying Chen, Shujian Gao, Lihao Liu, Yuandong Pu, Huihui Xu, Chenhui Gou, Ziyan Huang, Yi Xin, Qi Qin, Zhongying Deng, Diping Song, Bin Fu, Guang Yang et al. (6 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
Zhongwei Wan, Zhihao Dou, Che Liu, Yu Zhang, Dongfei Cui, Qinjian Zhao, Hui Shen, Jing Xiong, Yi Xin, Yifan Jiang, Chaofan Tao, Yangfan He, Mi Zhang, Shen Yan
- NeurIPS 2025 poster
- Readers: Everyone
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling
Wenze Liu, Le Zhuo, Yi Xin, Sheng Xia, Peng Gao, Xiangyu Yue
- Submitted to ICLR 2025
- Readers: Everyone
AutoCode4Math: Learning Autonomous Code Integration for Math LLMs
Haozhe Wang, Long Li, Chao Qu, Weidi Xu, Fengming ZHU, Yi Xin, Wei Chu, Fangzhen Lin
- Submitted to ICLR 2025
- Readers: Everyone
$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Longyue Wang, Mi Zhang
- ICLR 2025 Poster
- Readers: Everyone

View all 14 publications

Co-Authors

View all 121 co-authors