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Fuxiao Liu
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 16
Top Topics
Scientific Documents
Causal Inference
Language Model
Multi Modal
Top Venues
CoRR
EACL
ACL (1)
ICLR
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Publications
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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)