Yibo Yan

32 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×13 EMNLP ×8 ICML ×3 AAAI ×2 NeurIPS ×2 ACM MM ×1 CIKM ×1 ICLR ×1 WWW ×1

Frequent coauthors

Xuming Hu

×26

Xin Zou

×11

Qingsong Wen

×9

Jiahao Huo

×8

Shen Wang

×6

Shuliang Liu

×6

Philip S. Yu

×5

Yuanhuiyi Lyu

×5

Kun Wang

×5

Peijie Jiang

×5

Jia Liu

×5

Jiamin Su

×4

Papers

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
ACL 2026 · Yibo Yan,
Shen Wang
,
Jiahao Huo
,
Hang Li
,
Boyan Li
,
Jiamin Su
,
Xiong Gao
,
Yifan Zhang
,
Tianlong Xu
,
Zhendong Chu
,
Aoxiao Zhong
,
Kun Wang
,
Hui Xiong
,
Philip S. Yu
,
Xuming Hu
,
Qingsong Wen
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
ACL 2026 · Yibo Yan,
Shen Wang
,
Jiahao Huo
,
Jingheng Ye
,
Zhendong Chu
,
Xuming Hu
,
Philip S. Yu
,
Carla P. Gomes
,
Bart Selman
,
Qingsong Wen
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
ACL 2026 · Yibo Yan,
Mingdong Ou
,
Yi Cao
,
Xin Zou
,
Jiahao Huo
,
Shuliang Liu
,
James T. Kwok
,
Xuming Hu
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning
AAAI 2026 ·
Jialong Qin
,
Xin Zou
,
Di Lu
, Yibo Yan,
Xuming Hu
Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
ACL 2026 ·
Yubo Gao
,
Haotian Wu
,
Hong Chen
,
Junquan Huang
, Yibo Yan,
Jungang Li
,
Zihao Dongfang
,
Sicheng Tao
,
Puay Siew Tan
,
Jie Zhang
,
Xuming Hu
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering
ACL 2026 ·
Shuliang Liu
,
Songbo Yang
,
Dong Fang
,
Sihang Jia
,
Yuqi Tang
,
Lingfeng Su
,
Ruoshui Peng
, Yibo Yan,
Xin Zou
,
Xuming Hu
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
ACL 2025 · Yibo Yan,
Jiamin Su
,
Jianxiang He
,
Fangteng Fu
,
Xu Zheng
,
Yuanhuiyi Lyu
,
Kun Wang
,
Shen Wang
,
Qingsong Wen
,
Xuming Hu
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
ACL 2025 ·
Shuliang Liu
,
Hongyi Liu
,
Aiwei Liu
,
Bingchen Duan
,
Zheng Qi
, Yibo Yan,
He Geng
,
Peijie Jiang
,
Jia Liu
,
Xuming Hu
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
NeurIPS 2025 ·
Xin Zou
,
Di Lu
,
Yizhou Wang
, Yibo Yan,
Yuanhuiyi Lyu
,
Xu Zheng
,
Linfeng Zhang
,
Xuming Hu
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
ACL 2025 ·
Jiamin Su
, Yibo Yan,
Fangteng Fu
,
Zhang Han
,
Jingheng Ye
,
Xiang Liu
,
Jiahao Huo
,
Huiyu Zhou
,
Xuming Hu
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
EMNLP 2025 ·
Yunkai Dang
,
Mengxi Gao
, Yibo Yan,
Xin Zou
,
Yanggan Gu
,
Jungang Li
,
Jingyu Wang
,
Peijie Jiang
,
Aiwei Liu
,
Jia Liu
,
Xuming Hu
LLM Agents for Education: Advances and Applications
EMNLP 2025 ·
Zhendong Chu
,
Shen Wang
,
Jian Xie
,
Tinghui Zhu
, Yibo Yan,
Jingheng Ye
,
Aoxiao Zhong
,
Xuming Hu
,
Jing Liang
,
Philip S. Yu
,
Qingsong Wen
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
ICML 2025 ·
Xin Zou
,
Yizhou Wang
, Yibo Yan,
Yuanhuiyi Lyu
,
Kening Zheng
,
Sirui Huang
,
Junkai Chen
,
Peijie Jiang
,
Jia Liu
,
Chang Tang
,
Xuming Hu
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
ACL 2025 ·
Jiahao Huo
, Yibo Yan,
Xu Zheng
,
Yuanhuiyi Lyu
,
Xin Zou
,
Zhihua Wei
,
Xuming Hu
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
ACL 2025 · Yibo Yan,
Shen Wang
,
Jiahao Huo
,
Philip S. Yu
,
Xuming Hu
,
Qingsong Wen
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
ICLR 2025 ·
Guanyu Zhou
, Yibo Yan,
Xin Zou
,
Kun Wang
,
Aiwei Liu
,
Xuming Hu
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
ICML 2025 ·
Yuan Gao
,
Hao Wu
,
Ruiqi Shu
,
Huanshuo Dong
,
Fan Xu
,
Rui Ray Chen
, Yibo Yan,
Qingsong Wen
,
Xuming Hu
,
Kun Wang
,
Jiahao Wu
,
Qing Li
,
Hui Xiong
,
Xiaomeng Huang
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
EMNLP 2025 ·
Song Dai
, Yibo Yan,
Jiamin Su
,
Dongfang Zihao
,
Yubo Gao
,
Yonghua Hei
,
Jungang Li
,
Junyan Zhang
,
Sicheng Tao
,
Zhuoran Gao
,
Xuming Hu
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
EMNLP 2025 ·
Haoming Huang
, Yibo Yan,
Jiahao Huo
,
Xin Zou
,
Xinfeng Li
,
Kun Wang
,
Xuming Hu
Position: LLMs Can be Good Tutors in English Education
EMNLP 2025 ·
Jingheng Ye
,
Shen Wang
,
Deqing Zou
, Yibo Yan,
Kun Wang
,
Hai-Tao Zheng
,
Ruitong Liu
,
Zenglin Xu
,
Irwin King
,
Philip S. Yu
,
Qingsong Wen
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
NeurIPS 2025 ·
Shuhang Xun
,
Sicheng Tao
,
Jungang Li
,
Yibo Shi
,
Zhixin Lin
,
Zhanhui Zhu
, Yibo Yan,
Hanqian Li
,
Linghao Zhang
,
Shikang Wang
,
Yixin Liu
,
Hanbo Zhang
,
Ying Ma
,
Xuming Hu
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
ICML 2025 ·
Yuanhuiyi Lyu
,
Xu Zheng
,
Lutao Jiang
, Yibo Yan,
Xin Zou
,
Huiyu Zhou
,
Linfeng Zhang
,
Xuming Hu
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
ACL 2025 ·
Kening Zheng
,
Junkai Chen
, Yibo Yan,
Xin Zou
,
Huiyu Zhou
,
Xuming Hu
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
ACL 2025 ·
Junkai Chen
,
Zhijie Deng
,
Kening Zheng
, Yibo Yan,
Shuliang Liu
,
PeiJun Wu
,
Peijie Jiang
,
Jia Liu
,
Xuming Hu
Unlocking Speech Instruction Data Potential with Query Rewriting
ACL 2025 ·
Yonghua Hei
, Yibo Yan,
Shuliang Liu
,
Huiyu Zhou
,
Linfeng Zhang
,
Xuming Hu
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
AAAI 2025 ·
Xixuan Hao
,
Wei Chen
, Yibo Yan,
Siru Zhong
,
Kun Wang
,
Qingsong Wen
,
Yuxuan Liang
VLA-Mark: A cross modal watermark for large vision-language alignment models
EMNLP 2025 ·
Shuliang Liu
,
Zheng Qi
,
Jesse Jiaxi Xu
, Yibo Yan,
Junyan Zhang
,
He Geng
,
Aiwei Liu
,
Peijie Jiang
,
Jia Liu
,
Yik-Cheung Tam
,
Xuming Hu
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
EMNLP 2024 ·
Junyi Zhu
,
Shuochen Liu
,
Yu Yu
,
Bo Tang
, Yibo Yan,
Zhiyu Li
,
Feiyu Xiong
,
Tong Xu
,
Matthew B. Blaschko
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding
CIKM 2024 · Yibo Yan,
Joey Lee
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
EMNLP 2024 ·
Jiahao Huo
, Yibo Yan,
Boren Hu
,
Yutao Yue
,
Xuming Hu
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
WWW 2024 · Yibo Yan,
Haomin Wen
,
Siru Zhong
,
Wei Chen
,
Haodong Chen
,
Qingsong Wen
,
Roger Zimmermann
,
Yuxuan Liang
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
ACM MM 2024 ·
Siru Zhong
,
Xixuan Hao
, Yibo Yan,
Ying Zhang
,
Yangqiu Song
,
Yuxuan Liang