Peng, Xiangyu

11 publications

ICLR 2026 Nudging the Boundaries of LLM Reasoning Justin Chen, Xiangyu Peng, Prafulla Kumar Choubey, Kung-Hsiang Huang, Jiaxin Zhang, Mohit Bansal, Chien-Sheng Wu

ICLR 2026 Scaling Knowledge Graph Construction Through Synthetic Data Generation and Distillation Prafulla Kumar Choubey, Xin Su, Man Luo, Xiangyu Peng, Caiming Xiong, Tiep Le, Shachar Rosenman, Vasudev Lal, Phil L Mui, Ricky Ho, Phillip Howard, Chien-Sheng Wu

ICLR 2025 BingoGuard: LLM Content Moderation Tools with Risk Levels Fan Yin, Philippe Laban, Xiangyu Peng, Yilun Zhou, Yixin Mao, Vaibhav Vats, Linnea Ross, Divyansh Agarwal, Caiming Xiong, Chien-Sheng Wu

ICLR 2025 ReGenesis: LLMs Can Grow into Reasoning Generalists via Self-Improvement Xiangyu Peng, Congying Xia, Xinyi Yang, Caiming Xiong, Chien-Sheng Wu, Chen Xing

ICLR 2024 InfoBatch: Lossless Training Speed up by Unbiased Dynamic Data Pruning Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, xu Zhao Pan, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You

ICCV 2023 Dataset Quantization Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng

ICLR 2023 Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang, Xiangyu Peng, Kai Wang, Zheng Zhu, Jiashi Feng, Lihua Xie, Yang You

ICLR 2023 Model Ensemble Instead of Prompt Fusion: A Sample-Specific Knowledge Transfer Method for Few-Shot Prompt Tuning Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong

CVPR 2022 CAFE: Learning to Condense Dataset by Aligning Features Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang, Shuo Wang, Guan Huang, Hakan Bilen, Xinchao Wang, Yang You

CVPR 2022 Crafting Better Contrastive Views for Siamese Representation Learning Xiangyu Peng, Kai Wang, Zheng Zhu, Mang Wang, Yang You

NeurIPS 2022 Inherently Explainable Reinforcement Learning in Natural Language Xiangyu Peng, Mark Riedl, Prithviraj Ammanabrolu