Selected Publications
My recent research aims to make human–AI interaction more natural and adaptive. Models should handle diverse user inputs (e.g., false premises, long contexts, and interruptions) while producing outputs that self-correct, avoid hallucination, and align human preference. Please also see my Google Scholar for the complete publication list.
Are Large Reasoning Models Interruptible? New!
Tsung-Han Wu*, Mihran Miroyan*, David M Chan, Trevor Darrell, Narges Norouzi, Joseph E Gonzalez
preprint
arxiv code page Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling New!
Tsung-Han Wu, Heekyung Lee, Jiaxin Ge, Joseph E Gonzalez, Trevor Darrell, David M. Chan
NeurIPS 2025
arxiv code page Search Arena: Analyzing Search-Augmented LLMs
Mihran Miroyan*,
Tsung-Han Wu*, Logan King, Tianle Li, Jiayi Pan, Xinyan Hu, Wei-Lin Chiang, Anastasios N Angelopoulos, Trevor Darrell, Narges Norouzi, Joseph E Gonzalez
preprint
arxiv code page Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Tsung-Han Wu, Giscard Biamby, Jerome Quenum, Ritwik Gupta, Joseph E Gonzalez, Trevor Darrell, David M. Chan
ICLR 2025
arxiv code page See, Say, and Segment: Teaching LMMs to Overcome False Premises
Tsung-Han Wu*, Giscard Biamby*, David M. Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E Gonzalez, Trevor Darrell
CVPR 2024
arxiv code page Self-correcting LLM-controlled Diffusion Models
Tsung-Han Wu*, Long Lian*, Joseph E Gonzalez, Boyi Li, Trevor Darrell
CVPR 2024
arxiv code page D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation
Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H Hsu
ECCV 2022
arxiv code video MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer
Kuan-Chih Huang,
Tsung-Han Wu, Hung-Ting Su, Winston H Hsu
CVPR 2022
arxiv code ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation
Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H Hsu
ICCV 2021
arxiv code video 