Researcher — paper.dinq.me

2026 顶会论文

作者位次 #7/10ICLR 2026Poster· Reinforcement Learning / Planning

Test-Time Alignment for Large Language Models via Textual Model Predictive Control

Kuang-Da Wang · Teng-Ruei Chen · Yu Heng Hung · Guo-Xun Ko · Shuoyang Ding · Yueh-Hua Wu · Yu-Chiang Frank Wang · Chao-Han Huck Yang · Wen-Chih Peng · Ping-Chun Hsieh

推理对齐与偏好强化学习与后训练OpenReview

作者位次 #25/32ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM

Hanrong Ye · Chao-Han Huck Yang · Arushi Goel · Wei Huang · Zhen Wan · Jinchuan Tian · An-Chieh Cheng · Ligeng Zhu · Yuanhang Su · Yuming Lou · Yong-Xiang Lin · Dong Yang · Sreyan Ghosh · Zhijian Liu · Yukang Chen · Ehsan Jahangiri · Ambrish Dantrey · Daguang Xu · Ehsan Hosseini-Asl · Seyed Danial Mohseni Taheri · Vidya Nariyambut Murali · Sifei Liu · Yao Lu · Oluwatobi Olabiyi · Yu-Chiang Frank Wang · Rafael Valle · Bryan Catanzaro · Andrew Tao · Song Han · Jan Kautz · Hongxu (Danny) Yin · Pavlo Molchanov

多模态长上下文与架构OpenReview

作者位次 #3/4CVPR 2026Poster· Computer Vision & Pattern Recognition

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding

Sheng-Yu Huang · Jaesung Choe · Yu-Chiang Frank Wang · Cheng Sun

多模态OpenReview 项目页

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

SEASON: Mitigating Temporal Hallucination in Video Large Language Models via Self-Diagnostic Contrastive Decoding

Chang-Hsun Wu · Kai-Po Chang · Yu-Yang Sheng · Hung-Kai Chung · Kuei-Chun Wang · Yu-Chiang Frank Wang

多模态安全代码OpenReview 项目页

作者位次 #5/5CVPR 2026Poster· Computer Vision & Pattern Recognition

Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning

Shih-Wen Liu · Yen-Chang Chen · Wei-Ta Chu · Fu-En Yang · Yu-Chiang Frank Wang

可解释性多模态效率与系统OpenReview 项目页

作者位次 #6/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

Chi-Pin Huang · Yunze Man · Zhiding Yu · Min-Hung Chen · Jan Kautz · Yu-Chiang Frank Wang · Fu-En Yang

推理多模态效率与系统OpenReview 项目页

作者位次 #2/3CVPR 2026Poster· Computer Vision & Pattern Recognition

Masking Teacher and Reinforcing Student for Distilling Vision-Language Models

Byung-Kwan Lee · Yu-Chiang Frank Wang · Ryo Hachiuma

多模态强化学习与后训练OpenReview 项目页

作者位次 #6/7CVPR 2026Spotlight· Computer Vision & Pattern Recognition

4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation

Chiao-An Yang · Ryo Hachiuma · Sifei Liu · Subhashree Radhakrishnan · Raymond A. Yeh · Yu-Chiang Frank Wang · Min-Hung Chen

多模态强化学习与后训练OpenReview 项目页

作者位次 #18/18ACL 2026Poster· Natural Language Processing

Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception

Zhen Wan · Chao-Han Huck Yang · Jinchuan Tian · Hanrong Ye · Ankita Pasad · Szu-Wei Fu · Arushi Goel · Ryo Hachiuma · Shizhe Diao · Kunal Dhawan · Sreyan Ghosh · Yusuke Hirota · Zhehuai Chen · Rafael Valle · Chenhui Chu · Shinji Watanabe · Boris Ginsburg · Yu-Chiang Frank Wang

摘要

We introduce a voice-agentic framework that learns one critical omni-understanding skill: knowing when to trust itself versus when to consult external audio perception. Our work is motivated by a crucial yet counterintuitive finding: naively fine-tuning an omni-model on both speech recognition an...

多模态评测与基准推理OpenReview 项目页

作者位次 #5/6ICRA 2026Oral· Robotics & Automation

V2V-LLM: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models

Hsu-Kuang Chiu · Ryo Hachiuma · Chien-Yi Wang · Stephen F. Smith · Yu-Chiang Frank Wang · Min-Hung Chen

多模态OpenReview

作者位次 #4/6ICRA 2026Oral· Robotics & Automation

V2V-GoT: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models and Graph-of-Thoughts

Hsu-Kuang Chiu · Ryo Hachiuma · Chien-Yi Wang · Yu-Chiang Frank Wang · Min-Hung Chen · Stephen F. Smith