Huang, Lifu

17 publications

ICML 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin

NeurIPS 2025 AR-RAG: Autoregressive Retrieval Augmentation for Image Generation Jingyuan Qi, Zhiyang Xu, Qifan Wang, Lifu Huang

WACV 2025 Advancing Chart Question Answering with Robust Chart Component Recognition Hanwen Zheng, Sijia Wang, Chris Thomas, Lifu Huang

NeurIPS 2025 All You Need Is One: Capsule Prompt Tuning with a Single Vector Yiyang Liu, James Chenhao Liang, Heng Fan, Wenhao Yang, Yiming Cui, Xiaotian Han, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han

TMLR 2025 Graph-Based Confidence Calibration for Large Language Models Yukun Li, Sijia Wang, Lifu Huang, Liping Liu

ICML 2025 LLMs Can Reason Faster Only if We Let Them Bilgehan Sel, Lifu Huang, Naren Ramakrishnan, Ruoxi Jia, Ming Jin

ICLR 2025 Modality-Specialized Synergizers for Interleaved Vision-Language Generalists Zhiyang Xu, Minqian Liu, Ying Shen, Joy Rimchala, Jiaxin Zhang, Qifan Wang, Yu Cheng, Lifu Huang

NeurIPS 2025 Probabilistic Token Alignment for Large Language Model Fusion Runjia Zeng, James Chenhao Liang, Cheng Han, Zhiwen Cao, Jiahao Liu, Xiaojun Quan, Yingjie Victor Chen, Lifu Huang, Tong Geng, Qifan Wang, Dongfang Liu

ICLR 2025 Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han

ICLR 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model Yue Zhang, Zhiyang Xu, Ying Shen, Parisa Kordjamshidi, Lifu Huang

ECCV 2024 AMD: Automatic Multi-Step Distillation of Large-Scale Vision Models Cheng Han, Qifan Wang, Sohail A Dianat, Majid Rabbani, Raghuveer Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu

ICLR 2024 Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han, Qifan Wang, Yiming Cui, Wenguan Wang, Lifu Huang, Siyuan Qi, Dongfang Liu

AAAI 2024 MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks Jingyuan Qi, Minqian Liu, Ying Shen, Zhiyang Xu, Lifu Huang

ICMLW 2024 Many-to-Many Image Generation with Auto-Regressive Diffusion Models Ying Shen, Yizhe Zhang, Shuangfei Zhai, Lifu Huang, Joshua M. Susskind, Jiatao Gu

ICML 2024 Position: TrustLLM: Trustworthiness in Large Language Models Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Yang Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao

NeurIPS 2024 Visual Fourier Prompt Tuning Runjia Zeng, Cheng Han, Qifan Wang, Chunshu Wu, Tong Geng, Lifu Huang, Ying Nian Wu, Dongfang Liu

AAAI 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji