Researcher — paper.dinq.me

2026 顶会论文

作者位次 #2/2NeurIPS 2026Poster

Label-Free Consistency Correction for Weak-to-Strong Generalization

Qi He · Heng Huang

理论与学习动力学OpenReview

作者位次 #2/2NeurIPS 2026Poster

PatternBloom: Empowering Agentic RAG with Externalized RL-Distilled Graph Patterns

Yi Ge · Heng Huang

强化学习与后训练智能体与工具检索与知识OpenReview

作者位次 #3/3NeurIPS 2026Poster

Geometry-Aware Zeroth-Order Optimization for Fine-Tuning Quantized LLMs

Shaocong Ma · Weidong Cai · Heng Huang

强化学习与后训练效率与系统OpenReview

作者位次 #3/4NeurIPS 2026Poster

Chain-of-Route: State-Aware LLM Routing for Multi-Turn Conversations

Jiaqi Xue · Mengxin Zheng · Heng Huang · Qian Lou

OpenReview

作者位次 #4/4NeurIPS 2026Poster

MPQ: A Message-Passing View of Post-Training Quantization

Yanshuo Chen · chenxi liu · Reza Shirkavand · Heng Huang

强化学习与后训练效率与系统OpenReview

作者位次 #4/4NeurIPS 2026Poster

Grounding Multimodal Reasoning with Evidence-Ablated Negatives

chenxi liu · Tianyi Xiong · Yanshuo Chen · Heng Huang

推理多模态OpenReview

作者位次 #5/5NeurIPS 2026Poster

MC$^2$Mark: Distortion-Free Multi-Bit Watermarking for Long Messages

Xuehao Cui · Ruibo Chen · Yihan Wu · Weidong Cai · Heng Huang

安全OpenReview

作者位次 #6/6NeurIPS 2026Poster

Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization

Kaishen Wang · Tong Zheng · Xuehao Cui · Ruibo Chen · Tianyi Xiong · Heng Huang

推理安全检索与知识OpenReview

作者位次 #13/13NeurIPS 2026Poster

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Tong Zheng · Haolin Liu · Chengsong Huang · Huiwen Bao · Sheng Zhang · Rui Liu · Runpeng(Leo) Dai · Ruibo Chen · chenxi liu · Tianyi Xiong · Xidong Wu · Hongming Zhang · Heng Huang

推理智能体与工具OpenReview

作者位次 #6/8CVPR 2026Poster· Computer Vision & Pattern Recognition

PhyCritic: Multimodal Critic Models for Physical AI

Tianyi Xiong · Shihao Wang · Guilin Liu · Yi Dong · Ming Li · Heng Huang · Jan Kautz · Zhiding Yu

多模态OpenReview 项目页

Heng Huang

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