Fuxiao Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Scientific Documents

Causal Inference

Top Venues

Publications

Fuxiao Liu, Kevin Lin, Linjie Li, Jianfeng Wang, Yaser Yacoob, Lijuan Wang
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning. ICLR (2024)
Xiyang Wu, Ruiqi Xian, Tianrui Guan, Jing Liang, Souradip Chakraborty, Fuxiao Liu, Brian M. Sadler, Dinesh Manocha, Amrit Singh Bedi
On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities. CoRR (2024)
Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Fuxiao Liu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. ACL (1) (2024)
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. NAACL-HLT (2024)
Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey. CoRR (2024)
Ming Li, Pei Chen, Chenguang Wang, Hongyu Zhao, Yijun Liang, Yupeng Hou, Fuxiao Liu, Tianyi Zhou
Mosaic IT: Enhancing Instruction Tuning with Data Mosaics. CoRR (2024)
Zongxia Li, Paiheng Xu, Fuxiao Liu, Hyemi Song
Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps. CoRR (2023)
Fuxiao Liu, Kevin Lin, Linjie Li, Jianfeng Wang, Yaser Yacoob, Lijuan Wang
Aligning Large Multi-Modal Model with Robust Instruction Tuning. CoRR (2023)
Fuxiao Liu
Driving Policy Prediction based on Deep Learning Models. CoRR (2023)
Fuxiao Liu, Hao Tan, Chris Tensmeyer
DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents. CoRR (2023)
Fuxiao Liu, Yaser Yacoob, Abhinav Shrivastava
COVID-VTS: Fact Extraction and Verification on Short Video Platforms. CoRR (2023)
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. CoRR (2023)
Fuxiao Liu, Tianrui Guan, Zongxia Li, Lichang Chen, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models. CoRR (2023)
Fuxiao Liu, Yaser Yacoob, Abhinav Shrivastava
COVID-VTS: Fact Extraction and Verification on Short Video Platforms. EACL (2023)
Fuxiao Liu, Yinghan Wang, Tianlu Wang, Vicente Ordonez
Visual News: Benchmark and Challenges in News Image Captioning. EMNLP (1) (2021)
Fuxiao Liu, Yinghan Wang, Tianlu Wang, Vicente Ordonez
VisualNews : Benchmark and Challenges in Entity-aware Image Captioning. CoRR (2020)