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2020 – today
- 2026
[c3]Runpeng Dai, Tong Zheng, Run Yang, Kaixian Yu, Hongtu Zhu:
R1-RE: Cross-Domain Relation Extraction with RLVR. ACL (1) 2026: 34387-34401- [c2]Runpeng Dai, Run Yang, Fan Zhou, Hongtu Zhu:
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models. EACL (Volume 1: Long Papers) 2026: 3509-3521 - [i15]Tong Zheng, Chengsong Huang, Runpeng Dai, Yun He, Rui Liu, Xin Ni, Huiwen Bao, Kaishen Wang, Hongtu Zhu, Jiaxin Huang, Furong Huang, Heng Huang:
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing. CoRR abs/2602.03845 (2026) - [i14]Tong Zheng, Haolin Liu, Chengsong Huang, Huiwen Bao, Sheng Zhang, Rui Liu, Runpeng Dai, Ruibo Chen, Chenxi Liu, Tianyi Xiong, Xidong Wu, Hongming Zhang, Heng Huang:
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling. CoRR abs/2605.08083 (2026) - [i13]Rui Liu, Dian Yu, Haolin Liu, Yucheng Shi, Tong Zheng, Runpeng Dai, Haitao Mi, Pratap Tokekar, Leoweiliang:
Reinforcing Multimodal Reasoning Against Visual Degradation. CoRR abs/2605.09262 (2026) - [i12]Rui Liu, Dian Yu, Zhenwen Liang, Yucheng Shi, Tong Zheng, Runpeng Dai, Haitao Mi, Pratap Tokekar, Leoweiliang:
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification. CoRR abs/2605.09269 (2026) - [i11]Chengsong Huang, Haolin Liu, Tong Zheng, Runpeng Dai, Langlin Huang, Jinyuan Li, Zongxia Li, Zhepei Wei, Yu Meng, Jiaxin Huang:
G-Zero: Self-Play for Open-Ended Generation from Zero Data. CoRR abs/2605.09959 (2026) - [i10]Runpeng Dai, Tong Zheng, Rui Liu, Chengsong Huang, Hongtu Zhu:
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling. CoRR abs/2606.03102 (2026) - 2025
- [c1]Alban Gaydamour, Enzo Tulissi, Claudia Mattos, Rodrigo Teixeira, Maxwell Shin, Adam Hershey, Anabelle Kwon, Felicia Miranda, Marcela Gurgel, Selene Barone, Aron Aliaga, Marilia Yatabe, Paulo Zupelari, Marina Zupelari, David Hanauer, Nina Hsu, Steve Pieper, Eduardo Caleme, Jonas Bianchi, Joao Goncalves, Daniela Goncalves, Lawrence Wolford, Antonio C. Ruellas, Juan Prieto, Tengfei Li, Hongtu Zhu, Runpeng Dai, Martin Styner, Najla Al Turkestani
, Alexandre F. DaSilva, Lucia H. S. Cevidanes:
AI-Driven Multimodal TMJ Patient Modeling: From Unstructured Notes to Precision Treatment. CLIP@MICCAI 2025: 42-52 - [i9]Run Yang, Runpeng Dai, Siran Gao, Xiaocheng Tang, Fan Zhou, Hongtu Zhu:
Spatio-temporal Prediction of Fine-Grained Origin-Destination Matrices with Applications in Ridesharing. CoRR abs/2503.24237 (2025) - [i8]Runpeng Dai, Run Yang, Fan Zhou, Hongtu Zhu:
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models. CoRR abs/2504.03714 (2025) - [i7]Guohao Shen, Runpeng Dai, Guojun Wu, Shikai Luo, Chengchun Shi, Hongtu Zhu:
Deep Distributional Learning with Non-crossing Quantile Network. CoRR abs/2504.08215 (2025) - [i6]Runpeng Dai, Tong Zheng, Run Yang, Hongtu Zhu:
R1-RE: Cross-Domain Relationship Extraction with RLVR. CoRR abs/2507.04642 (2025) - [i5]Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu:
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning. CoRR abs/2509.07980 (2025) - [i4]Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, Dong Yu:
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models. CoRR abs/2509.09675 (2025) - [i3]Rui Liu, Dian Yu, Tong Zheng, Runpeng Dai, Zongxia Li, Wenhao Yu, Zhenwen Liang, Linfeng Song, Haitao Mi, Pratap Tokekar, Dong Yu:
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning. CoRR abs/2510.01444 (2025) - [i2]Yuchen Lu, Run Yang, Yichen Zhang, Shuguang Yu, Runpeng Dai, Ziwei Wang, Jiayi Xiang, Wenxin E, Siran Gao, Xinyao Ruan, Yirui Huang, Chenjing Xi, Haibo Hu, Yueming Fu, Qinglan Yu, Xiaobing Wei, Jiani Gu, Rui Sun, Jiaxuan Jia, Fan Zhou:
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics. CoRR abs/2510.09517 (2025) - 2024
- [i1]Runpeng Dai, Jianing Wang, Fan Zhou, Shikai Luo, Zhiwei Qin, Chengchun Shi, Hongtu Zhu:
Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences. CoRR abs/2407.17910 (2024)
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