Ren, Tao

7 publications

ICLR 2026 Half-Order Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer Tao Ren, Zishi Zhang, Jinyang Jiang, Zehao Li, Shentao Qin, Yi Zheng, Guanghao Li, Qianyou Sun, Yan Li, Jiafeng Liang, Xinping Li, Yijie Peng

ICLR 2026 RiskPO: Risk-Based Policy Optimization with Verifiable Reward for LLM Post-Training Tao Ren, Jinyang Jiang, Hui Yang, Wan Tian, Minhao Zou, Guanghao Li, Zishi Zhang, Qinghao Wang, Shentao Qin, Yanjun Zhao, Rui Tao, Hui Shao, Yijie Peng

ICCV 2025 Benefit from Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge Yanqi Li, Jianwei Niu, Tao Ren

NeurIPS 2025 Exploring and Exploiting Model Uncertainty in Bayesian Optimization Zishi Zhang, Tao Ren, Yijie Peng

ICLR 2025 FLOPS: Forward Learning with OPtimal Sampling Tao Ren, Zishi Zhang, Jinyang Jiang, Guanghao Li, Zeliang Zhang, Mingqian Feng, Yijie Peng

NeurIPS 2025 SCOUT: Teaching Pre-Trained Language Models to Enhance Reasoning via Flow Chain-of-Thought Guanghao Li, Wenhao Jiang, Mingfeng Chen, Yan Li, Hao Yu, Shuting Dong, Tao Ren, Ming Tang, Chun Yuan

CVPR 2021 ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren