Yibo Yan

99 papers A* 14A 2B 1C 1Journal 66Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Visual Semantic Adaptive Watermark grounded by Prefix-Tuning for Large Vision-Language Model.
CoRR
Qi Zheng, Shuliang Liu, Yu Huang, Sihang Jia, Jungang Li, Lyuhao Chen, Junhao Chen, Hanqian Li, Aiwei Liu, Yibo Yan, Xuming Hu
2026 J jnl
AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents.
CoRR
Yibo Shi, Jungang Li, Linghao Zhang, Zihao Dongfang, Biao Wu, Sicheng Tao, Yibo Yan, Chenxi Qin, Weiting Liu, Zhixin Lin, Hanqian Li, Yu Huang, Song Dai, Yonghua Hei, Yue Ding, Xiang Li, Shikang Wang, Chengdong Xu, Jingqi Liu, Xueying Ma, Zhiwen Zheng, Xiaofei Zhang, Bincheng Wang, Nichen Yang, Jie Wu, Lihua Tian, Chen Li, Xuming Hu
2026 J jnl
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations.
CoRR
Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Jiahao Huo, Yue Huang, James T. Kwok, Xuming Hu
2026 J jnl
CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding.
CoRR
Jiahao Huo, Yu Huang, Yibo Yan, Ye Pan, Yi Cao, Mingdong Ou, Philip S. Yu, Xuming Hu
2026 J jnl
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Large Reasoning Models.
CoRR
Shuliang Liu, Xingyu Li, Hongyi Liu, Yibo Yan, Bingchen Duan, Qi Zheng, Dong Fang, Lingfeng Su, Xuming Hu
2026 J jnl
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework.
CoRR
Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James Kwok, Xuming Hu
2026 A* conf
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning.
AAAI
Jialong Qin, Xin Zou, Di Lu, Yibo Yan, Xuming Hu
2026 J jnl
Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models.
CoRR
Linghao Zhang, Jungang Li, Yonghua Hei, Sicheng Tao, Song Dai, Yibo Yan, Zihao Dongfang, Weiting Liu, Chenxi Qin, Hanqian Li, Xin Zou, Jiahao Zhang, Shuhang Xun, Haiyun Jiang, Xuming Hu
2026 J jnl
Transfer learning for high-dimensional data with heavy-tailed noise: A sparse convoluted rank regression method.
Stat. Comput.
Yibo Yan, Qianli Ma, Riquan Zhang, Xiaozhou Wang
2026 J jnl
Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.
CoRR
Yibo Yan, Jiahao Huo, Guanbo Feng, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Yuanhuiyi Lyu, Yue Huang, Jungang Li, Kening Zheng, Xu Zheng, Philip S. Yu, James Kwok, Xuming Hu
2026 J jnl
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering.
CoRR
Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu
2025 J jnl
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.
CoRR
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025 — conf
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.
ACL (Findings)
Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu
2025 — conf
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.
ACL (Findings)
Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.
CoRR
Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Qi Zheng, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
A knowledge distillation-based network compression framework for lifecycle management of lithium-ion batteries.
J. Supercomput.
Shixiang Lu, Yibo Yan, Yansheng Zhang, Yuanhong Liu, Sheng Yu, Zhi-Wei Gao
2025 J jnl
Aligning Multimodal LLM with Human Preference: A Survey.
CoRR
Tao Yu, Yifan Zhang, Chaoyou Fu, Junkang Wu, Jinda Lu, Kun Wang, Xingyu Lu, Yunhang Shen, Guibin Zhang, Dingjie Song, Yibo Yan, Tianlong Xu, Qingsong Wen, Zhang Zhang, Yan Huang, Liang Wang, Tieniu Tan
2025 J jnl
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models.
CoRR
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong Zheng, Xuechao Zou, Zhe Wang, Xingjian Du, Shun Zhang, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, Xiaojun Jia, Yifan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Haoyang Li, Yiming Li, Xiaobin Zhuang, Yang Liu, Haibo Hu, Zhuo Chen, Zhizheng Wu, Xiaolin Hu, Eng-Siong Chng, Xiaofeng Wang, Wenyuan Xu, Wei Dong, Xinfeng Li
2025 J jnl
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring.
CoRR
Jiamin Su, Yibo Yan, Zhuoran Gao, Han Zhang, Xiang Liu, Xuming Hu
2025 J jnl
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook.
Inf. Fusion
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang
2025 J jnl
DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning.
CoRR
Yibo Yan, Guangwei Xu, Xin Zou, Shuliang Liu, James Kwok, Xuming Hu
2025 J jnl
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention.
CoRR
Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu
2025 J jnl
EffiReason-Bench: A Unified Benchmark for Evaluating and Advancing Efficient Reasoning in Large Language Models.
CoRR
Junquan Huang, Haotian Wu, Yubo Gao, Yibo Yan, Junyan Zhang, Yonghua Hei, Song Dai, Jie Zhang, Puay Siew Tan, Xuming Hu
2025 — conf
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models.
ACL (Findings)
Jiamin Su, Yibo Yan, Fangteng Fu, Zhang Han, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu
2025 J jnl
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models.
CoRR
Jiamin Su, Yibo Yan, Fangteng Fu, Han Zhang, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu
2025 A* conf
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios.
EMNLP
Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu
2025 J jnl
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning.
CoRR
Jianghangfan Zhang, Yibo Yan, Kening Zheng, Xin Zou, Song Dai, Xuming Hu
2025 J jnl
High-Dimensional Differentially Private Quantile Regression: Distributed Estimation and Statistical Inference.
CoRR
Ziliang Shen, Caixing Wang, Shaoli Wang, Yibo Yan
2025 — conf
LLM Agents for Education: Advances and Applications.
EMNLP (Findings)
Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jingheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen
2025 J jnl
LLM Agents for Education: Advances and Applications.
CoRR
Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jinheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen
2025 A* conf
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.
ICML
Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu
2025 — conf
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models.
ACL (Findings)
Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu
2025 J jnl
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models.
CoRR
Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu
2025 J jnl
MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning.
CoRR
Sicheng Tao, Jungang Li, Yibo Yan, Junyan Zhang, Yubo Gao, Hanqian Li, Shuhang Xun, Yuxuan Fan, Hong Chen, Jianxiang He, Xuming Hu
2025 — conf
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection.
ACL (6)
Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen
2025 J jnl
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection.
CoRR
Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen
2025 A* conf
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality.
ICLR
Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu
2025 A* conf
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
ICML
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
2025 J jnl
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
CoRR
Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025 J jnl
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints.
CoRR
Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou
2025 — conf
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions.
EMNLP (Findings)
Song Dai, Yibo Yan, Jiamin Su, Dongfang Zihao, Yubo Gao, Yonghua Hei, Jungang Li, Junyan Zhang, Sicheng Tao, Zhuoran Gao, Xuming Hu
2025 J jnl
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions.
CoRR
Song Dai, Yibo Yan, Jiamin Su, Dongfang Zihao, Yubo Gao, Yonghua Hei, Jungang Li, Junyan Zhang, Sicheng Tao, Zhuoran Gao, Xuming Hu
2025 A* conf
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis.
EMNLP
Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu
2025 J jnl
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis.
CoRR
Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu
2025 A* conf
Position: LLMs Can be Good Tutors in English Education.
EMNLP
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
Position: LLMs Can be Good Tutors in Foreign Language Education.
CoRR
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning.
CoRR
Yibo Yan, Shen Wang, Jiahao Huo, Jingheng Ye, Zhendong Chu, Xuming Hu, Philip S. Yu, Carla P. Gomes, Bart Selman, Qingsong Wen
2025 J jnl
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video.
CoRR
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
2025 A* conf
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.
ICML
Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.
CoRR
Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 — conf
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models.
ACL (Findings)
Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu
2025 — conf
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning.
ACL (Findings)
Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning.
CoRR
Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning.
CoRR
Jialong Qin, Xin Zou, Di Lu, Yibo Yan, Xuming Hu
2025 — conf
Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs.
SIGSPATIAL/GIS
Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Chao Chen, Yuxuan Liang
2025 — conf
Towards Microsecond-Scale VM Core Provisioning Agility on Serverless Platforms.
APSys
Yibo Yan, Seo Jin Park
2025 — conf
Unlocking Speech Instruction Data Potential with Query Rewriting.
ACL (Findings)
Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
Unlocking Speech Instruction Data Potential with Query Rewriting.
CoRR
Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities.
CoRR
Junyan Zhang, Yubo Gao, Yibo Yan, Jungang Li, Zhaorui Hou, Sicheng Tao, Shuliang Liu, Song Dai, Yonghua Hei, Junzhuo Li, Xuming Hu
2025 A* conf
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction.
AAAI
Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2025 J jnl
VLA-Mark: A cross modal watermark for large vision-language alignment model.
CoRR
Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
2025 A* conf
VLA-Mark: A cross modal watermark for large vision-language alignment models.
EMNLP
Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
2024 J jnl
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.
CoRR
Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu
2024 J jnl
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook.
CoRR
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang
2024 J jnl
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection.
CoRR
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
2024 J jnl
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.
CoRR
Yunkai Dang, Kaichen Huang, Jiahao Huo, Yibo Yan, Sirui Huang, Dongrui Liu, Mengxi Gao, Jie Zhang, Chen Qian, Kun Wang, Yong Liu, Jing Shao, Hui Xiong, Xuming Hu
2024 J jnl
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios.
CoRR
Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Aiwei Liu, Xuming Hu
2024 — conf
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models.
EMNLP (Findings)
Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko
2024 J jnl
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models.
CoRR
Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko
2024 A conf
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding.
CIKM
Yibo Yan, Joey Lee
2024 J jnl
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding.
CoRR
Yibo Yan, Joey Lee
2024 J jnl
Improving Needle Tip Tracking and Detection in Ultrasound-Based Navigation System Using Deep Learning-Enabled Approach.
IEEE J. Biomed. Health Informatics
Hui Che, Jiaxin Qin, Yao Chen, Zihan Ji, Yibo Yan, Jing Yang, Qi Wang, Chaofeng Liang, Jian Wu
2024 J jnl
Learning Geospatial Region Embedding with Heterogeneous Graph.
CoRR
Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Yuxuan Liang
2024 J jnl
Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation.
CoRR
Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu
2024 J jnl
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.
CoRR
Xin Zou, Yizhou Wang, Yibo Yan, Sirui Huang, Kening Zheng, Junkai Chen, Chang Tang, Xuming Hu
2024 J jnl
MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models.
CoRR
Kaichen Huang, Jiahao Huo, Yibo Yan, Kun Wang, Yutao Yue, Xuming Hu
2024 A* conf
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model.
EMNLP
Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu
2024 J jnl
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model.
CoRR
Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu
2024 J jnl
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality.
CoRR
Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu
2024 J jnl
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks.
CoRR
Chen Zhou, Peng Cheng, Junfeng Fang, Yifan Zhang, Yibo Yan, Xiaojun Jia, Yanyan Xu, Kun Wang, Xiaochun Cao
2024 J jnl
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models.
CoRR
Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Xuming Hu
2024 A* conf
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web.
WWW
Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024 A* conf
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation.
ACM Multimedia
Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024 J jnl
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation.
CoRR
Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024 J jnl
UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction.
CoRR
Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2023 J jnl
Adversarial Multi-task Learning for Efficient Chinese Named Entity Recognition.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Yibo Yan, Peng Zhu, Dawei Cheng, Fangzhou Yang, Yifeng Luo
2023 J jnl
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing.
J. Mach. Learn. Res.
Yibo Yan, Xiaozhou Wang, Riquan Zhang
2023 A conf
GitHub OSS Governance File Dataset.
MSR
Yibo Yan, Seth Frey, Amy X. Zhang, Vladimir Filkov, Likang Yin
2023 J jnl
GitHub OSS Governance File Dataset.
CoRR
Yibo Yan, Seth Frey, Amy X. Zhang, Vladimir Filkov, Likang Yin
2023 J jnl
When Urban Region Profiling Meets Large Language Models.
CoRR
Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2022 J jnl
Open Source Software Sustainability: Combining Institutional Analysis and Socio-Technical Networks.
Proc. ACM Hum. Comput. Interact.
Likang Yin, Mahasweta Chakraborti, Yibo Yan, Charles M. Schweik, Seth Frey, Vladimir Filkov
2020 J jnl
Monitoring the Spatial and Temporal Variations in The Water Surface and Floating Algal Bloom Areas in Dongting Lake Using a Long-Term MODIS Image Time Series.
Remote. Sens.
Mengmeng Cao, Kebiao Mao, Xinyi Shen, Tongren Xu, Yibo Yan, Zijin Yuan
2020 B conf
Priority-Aware Per-flow Measurement using Cuckoo Sketch.
Networking
Yibo Yan, Cheng Chen, Huiping Lin, Olivier Ruas, Tengjiao Wang, Tong Yang
2020 J jnl
SF-Sketch: A Two-Stage Sketch for Data Streams.
IEEE Trans. Parallel Distributed Syst.
Lingtong Liu, Yulong Shen, Yibo Yan, Tong Yang, Muhammad Shahzad, Bin Cui, Gaogang Xie
2019 C conf
Longest Prefix Matching with Pruning.
HPSR
Lingtong Liu, Jun Hu, Yibo Yan, Siang Gao, Tong Yang, Xiaoming Li
2019 — conf
Shifting Hash Table: An Efficient Hash Table with Delicate Summary.
GLOBECOM Workshops
Jie Jiang, Yibo Yan, Mengyu Zhang, Binchao Yin, Yumeng Jiang, Tong Yang, Xiaoming Li, Tengjiao Wang
2018 — conf
Single Hash: Use One Hash Function to Build Faster Hash Based Data Structures.
BigComp
Xiangyang Gou, Chenxingyu Zhao, Tong Yang, Lei Zou, Yang Zhou, Yibo Yan, Xiaoming Li, Bin Cui
2017 A* conf
SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data Items.
ICDE
Tong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie
2017 J jnl
SF-sketch: slim-fat-sketch with GPU assistance.
CoRR
Tong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie