Lifu Huang

43 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×10 ACL ×8 NAACL ×7 ICLR ×4 NeurIPS ×4 ICML ×3 AAAI ×2 CHI ×1 ECCV ×1 SIGKDD ×1 WACV ×1 WWW ×1

Frequent coauthors

Qifan Wang

×19

Zhiyang Xu

×11

Dongfang Liu

×9

Cheng Han

×8

Ying Shen

×7

Minqian Liu

×6

Sijia Wang

×5

Zihao Lin

×5

Jiaxin Zhang

×4

Wenpeng Yin

×4

Jingyuan Qi

×4

James Liang

×4

Papers

Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition
AAAI 2026 ·
Yutong Yang
, Lifu Huang,
Yijie Lin
,
Xi Peng
,
Mouxing Yang
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models
ACL 2026 ·
Jiaxin Zhang
,
Wendi Cui
,
Zhuohang Li
, Lifu Huang,
Bradley A. Malin
,
Caiming Xiong
,
Chien-Sheng Wu
From Vulnerable to Resilient: Examining Parent and Teen Perceptions on How to Respond to Unwanted Cybergrooming Advances
CHI 2026 ·
Xinyi Zhang
,
Mamtaj Akter
,
Heajun An
,
Minqian Liu
,
Qi Zhang
, Lifu Huang,
Jin-Hee Cho
,
Pamela J. Wisniewski
,
Sang Won Lee
AAAR-1.0: Assessing AI's Potential to Assist Research
ICML 2025 ·
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
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
NeurIPS 2025 ·
Jingyuan Qi
,
Zhiyang Xu
,
Qifan Wang
, Lifu Huang
Advancing Chart Question Answering with Robust Chart Component Recognition
WACV 2025 ·
Hanwen Zheng
,
Sijia Wang
,
Chris Thomas
, Lifu Huang
All You Need is One: Capsule Prompt Tuning with a Single Vector
NeurIPS 2025 ·
Yiyang Liu
,
James Liang
,
Heng Fan
,
Wenhao Yang
,
Yiming Cui
,
Xiaotian Han
, Lifu Huang,
Dongfang Liu
,
Qifan Wang
,
Cheng Han
DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking
NAACL 2025 ·
Hoang Anh Just
,
Mahavir Dabas
, Lifu Huang,
Ming Jin
,
Ruoxi Jia
Error-driven Data-efficient Large Multimodal Model Tuning
ACL 2025 ·
Barry Menglong Yao
,
Qifan Wang
, Lifu Huang
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
EMNLP 2025 ·
Haibo Wang
,
Zhiyang Xu
,
Yu Cheng
,
Shizhe Diao
,
Yufan Zhou
,
Yixin Cao
,
Qifan Wang
,
Weifeng Ge
, Lifu Huang
Inference Compute-Optimal Video Vision Language Models
ACL 2025 ·
Peiqi Wang
,
Shengyun Peng
,
Xuewen Zhang
,
Hanchao Yu
,
Yibo Yang
, Lifu Huang,
Fujun Liu
,
Qifan Wang
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates
ACL 2025 ·
Ying Shen
, Lifu Huang
LLMs Can Reason Faster Only If We Let Them
ICML 2025 ·
Bilgehan Sel
, Lifu Huang,
Naren Ramakrishnan
,
Ruoxi Jia
,
Ming Jin
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
EMNLP 2025 ·
Runjia Zeng
,
Guangyan Sun
,
Qifan Wang
,
Tong Geng
,
Sohail A. Dianat
,
Xiaotian Han
,
Raghuveer Rao
,
Xueling Zhang
,
Cheng Han
, Lifu Huang,
Dongfang Liu
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
NAACL 2025 ·
Jingyuan Qi
,
Zian Jia
,
Minqian Liu
,
Wangzhi Zhan
,
Junkai Zhang
,
Xiaofei Wen
,
Jingru Gan
,
Jianpeng Chen
,
Qin Liu
,
Mingyu Derek Ma
,
Bangzheng Li
,
Haohui Wang
,
Adithya Kulkarni
,
Muhao Chen
,
Dawei Zhou
,
Ling Li
,
Wei Wang
, Lifu Huang
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
SIGKDD 2025 ·
Jianpeng Chen
,
Wangzhi Zhan
,
Haohui Wang
,
Zian Jia
,
Jingru Gan
,
Junkai Zhang
,
Jingyuan Qi
,
Tingwei Chen
, Lifu Huang,
Muhao Chen
,
Ling Li
,
Wei Wang
,
Dawei Zhou
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
ICLR 2025 ·
Zhiyang Xu
,
Minqian Liu
,
Ying Shen
,
Joy Rimchala
,
Jiaxin Zhang
,
Qifan Wang
,
Yu Cheng
, Lifu Huang
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
NAACL 2025 ·
Zihao Lin
,
Zichao Wang
,
Yuanting Pan
,
Varun Manjunatha
,
Ryan A. Rossi
,
Angela Lau
, Lifu Huang,
Tong Sun
Probabilistic Token Alignment for Large Language Model Fusion
NeurIPS 2025 ·
Runjia Zeng
,
James Liang
,
Cheng Han
,
Zhiwen Cao
,
Jiahao Liu
,
Xiaojun Quan
,
Yingjie Victor Chen
, Lifu Huang,
Tong Geng
,
Qifan Wang
,
Dongfang Liu
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
EMNLP 2025 ·
Kaijie Chen
,
Zihao Lin
,
Zhiyang Xu
,
Ying Shen
,
Yuguang Yao
,
Joy Rimchala
,
Jiaxin Zhang
, Lifu Huang
Re-Imagining Multimodal Instruction Tuning: A Representation View
ICLR 2025 ·
Yiyang Liu
,
James Chenhao Liang
,
Ruixiang Tang
,
Yugyung Lee
,
Majid Rabbani
,
Sohail A. Dianat
,
Raghuveer Rao
, Lifu Huang,
Dongfang Liu
,
Qifan Wang
,
Cheng Han
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
ICLR 2025 ·
Yue Zhang
,
Zhiyang Xu
,
Ying Shen
,
Parisa Kordjamshidi
, Lifu Huang
Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
EMNLP 2025 ·
Mohammad Beigi
,
Ying Shen
,
Parshin Shojaee
,
Qifan Wang
,
Zichao Wang
,
Chandan K. Reddy
,
Ming Jin
, Lifu Huang
Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
WWW 2025 · Lifu Huang,
Danai Koutra
,
Adithya Kulkarni
,
Temiloluwa Prioleau
,
Qingyun Wu
,
Yujun Yan
,
Yaoqing Yang
,
James Zou
,
Dawei Zhou
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
NAACL 2025 ·
Dehai Min
,
Zhiyang Xu
,
Guilin Qi
, Lifu Huang,
Chenyu You
AMD: Automatic Multi-step Distillation of Large-Scale Vision Models
ECCV 2024 ·
Cheng Han
,
Qifan Wang
,
Sohail A. Dianat
,
Majid Rabbani
,
Raghuveer M. Rao
,
Yi Fang
,
Qiang Guan
, Lifu Huang,
Dongfang Liu
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models
EMNLP 2024 ·
Yiming Huang
,
Jianwen Luo
,
Yan Yu
,
Yitong Zhang
,
Fangyu Lei
,
Yifan Wei
,
Shizhu He
, Lifu Huang,
Xiao Liu
,
Jun Zhao
,
Kang Liu
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction
EMNLP 2024 ·
Sijia Wang
, Lifu Huang
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
EMNLP 2024 ·
Li Yang
,
Qifan Wang
,
Jianfeng Chi
,
Jiahao Liu
,
Jingang Wang
,
Fuli Feng
,
Zenglin Xu
,
Yi Fang
, Lifu Huang,
Dongfang Liu
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
ICLR 2024 ·
Cheng Han
,
Qifan Wang
,
Yiming Cui
,
Wenguan Wang
, Lifu Huang,
Siyuan Qi
,
Dongfang Liu
Holistic Evaluation for Interleaved Text-and-Image Generation
EMNLP 2024 ·
Minqian Liu
,
Zhiyang Xu
,
Zihao Lin
,
Trevor Ashby
,
Joy Rimchala
,
Jiaxin Zhang
, Lifu Huang
InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States
EMNLP 2024 ·
Mohammad Beigi
,
Ying Shen
,
Runing Yang
,
Zihao Lin
,
Qifan Wang
,
Ankith Mohan
,
Jianfeng He
,
Ming Jin
,
Chang-Tien Lu
, Lifu Huang
MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
AAAI 2024 ·
Jingyuan Qi
,
Minqian Liu
,
Ying Shen
,
Zhiyang Xu
, Lifu Huang
Multimodal Instruction Tuning with Conditional Mixture of LoRA
ACL 2024 ·
Ying Shen
,
Zhiyang Xu
,
Qifan Wang
,
Yu Cheng
,
Wenpeng Yin
, Lifu Huang
M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024 ·
Taowen Wang
,
Yiyang Liu
,
James Liang
,
Junhan Zhao
,
Yiming Cui
,
Yuning Mao
,
Shaoliang Nie
,
Jiahao Liu
,
Fuli Feng
,
Zenglin Xu
,
Cheng Han
, Lifu Huang,
Qifan Wang
,
Dongfang Liu
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
ACL 2024 ·
Zihao Lin
,
Mohammad Beigi
,
Hongxuan Li
,
Yufan Zhou
,
Yuxiang Zhang
,
Qifan Wang
,
Wenpeng Yin
, Lifu Huang
Position: TrustLLM: Trustworthiness in Large Language Models
ICML 2024 ·
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 C. 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 Wang
,
Xiang Li
,
Xiangliang Zhang
,
Xiao Wang
,
Xing Xie
,
Xun Chen
,
Xuyu Wang
,
Yan Liu
,
Yanfang Ye
,
Yinzhi Cao
,
Yong Chen
,
Yue Zhao
RE²: Region-Aware Relation Extraction from Visually Rich Documents
NAACL 2024 ·
Pritika Ramu
,
Sijia Wang
,
Lalla Mouatadid
,
Joy Rimchala
, Lifu Huang
Targeted Augmentation for Low-Resource Event Extraction
NAACL 2024 ·
Sijia Wang
, Lifu Huang
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
ACL 2024 ·
Zhiyang Xu
,
Chao Feng
,
Rulin Shao
,
Trevor Ashby
,
Ying Shen
,
Di Jin
,
Yu Cheng
,
Qifan Wang
, Lifu Huang
Visual Fourier Prompt Tuning
NeurIPS 2024 ·
Runjia Zeng
,
Cheng Han
,
Qifan Wang
,
Chunshu Wu
,
Tong Geng
, Lifu Huang,
Ying Nian Wu
,
Dongfang Liu
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
NAACL 2024 ·
Minqian Liu
,
Ying Shen
,
Zhiyang Xu
,
Yixin Cao
,
Eunah Cho
,
Vaibhav Kumar
,
Reza Ghanadan
, Lifu Huang
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
ACL 2024 ·
Hanzi Xu
,
Muhao Chen
, Lifu Huang,
Slobodan Vucetic
,
Wenpeng Yin