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2020 – today
- 2026
[j9]Yibo Yan, Qianli Ma, Riquan Zhang, Xiaozhou Wang:
Transfer learning for high-dimensional data with heavy-tailed noise: A sparse convoluted rank regression method. Stat. Comput. 36(1): 45 (2026)- [i52]Shuliang Liu, Xingyu Li, Hongyi Liu, Yibo Yan, Bingchen Duan, Qi Zheng, Dong Fang, Lingfeng Su, Xuming Hu:
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Large Reasoning Models. CoRR abs/2601.05144 (2026) - [i51]Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu:
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering. CoRR abs/2601.05159 (2026) - [i50]Qi Zheng, Shuliang Liu, Yu Huang, Sihang Jia, Jungang Li, Lyuhao Chen, Junhao Chen, Hanqian Li, Aiwei Liu, Yibo Yan, Xuming Hu:
A Visual Semantic Adaptive Watermark grounded by Prefix-Tuning for Large Vision-Language Model. CoRR abs/2601.07291 (2026) - [i49]Jiahao Huo, Yu Huang, Yibo Yan, Ye Pan, Yi Cao, Mingdong Ou, Philip S. Yu, Xuming Hu:
CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding. CoRR abs/2601.21262 (2026) - 2025
- [j8]Xingchen Zou
, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang:
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook. Inf. Fusion 113: 102606 (2025) - [j7]Shixiang Lu, Yibo Yan, Yansheng Zhang, Yuanhong Liu, Sheng Yu, Zhi-Wei Gao:
A knowledge distillation-based network compression framework for lifecycle management of lithium-ion batteries. J. Supercomput. 81(10): 1147 (2025) - [c32]Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang:
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. AAAI 2025: 28061-28069 - [c31]Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen:
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection. ACL (6) 2025: 69-82 - [c30]Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu:
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. ACL (Findings) 2025: 6193-6212 - [c29]Jiamin Su, Yibo Yan, Fangteng Fu, Zhang Han, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu:
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. ACL (Findings) 2025: 6363-6389 - [c28]Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu:
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. ACL (Findings) 2025: 7190-7206 - [c27]Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu:
Unlocking Speech Instruction Data Potential with Query Rewriting. ACL (Findings) 2025: 10239-10260 - [c26]Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu:
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. ACL (Findings) 2025: 11798-11827 - [c25]Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu:
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. ACL (Findings) 2025: 14194-14224 - [c24]Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu:
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models. ACL (Findings) 2025: 18144-18155 - [c23]Yibo Yan, Seo Jin Park:
Towards Microsecond-Scale VM Core Provisioning Agility on Serverless Platforms. APSys 2025: 176-184 - [c22]Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jingheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen:
LLM Agents for Education: Advances and Applications. EMNLP (Findings) 2025: 13782-13810 - [c21]Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu:
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. EMNLP 2025: 15460-15479 - [c20]Song Dai, Yibo Yan, Jiamin Su, Dongfang Zihao, Yubo Gao, Yonghua Hei, Jungang Li, Junyan Zhang, Sicheng Tao, Zhuoran Gao, Xuming Hu:
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions. EMNLP (Findings) 2025: 17290-17316 - [c19]Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen:
Position: LLMs Can be Good Tutors in English Education. EMNLP 2025: 17516-17535 - [c18]Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu:
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios. EMNLP 2025: 18132-18173 - [c17]Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu:
VLA-Mark: A cross modal watermark for large vision-language alignment models. EMNLP 2025: 26409-26427 - [c16]Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Chao Chen, Yuxuan Liang:
Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs. SIGSPATIAL/GIS 2025: 244-256 - [c15]Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu:
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality. ICLR 2025 - [c14]Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu:
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. ICML 2025 - [c13]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:
OneForecast: A Universal Framework for Global and Regional Weather Forecasting. ICML 2025 - [c12]Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu:
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning. ICML 2025 - [i48]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:
OneForecast: A Universal Framework for Global and Regional Weather Forecasting. CoRR abs/2502.00338 (2025) - [i47]Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu:
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning. CoRR abs/2502.00848 (2025) - [i46]Yibo Yan, Shen Wang, Jiahao Huo, Jingheng Ye, Zhendong Chu, Xuming Hu, Philip S. Yu, Carla P. Gomes, Bart Selman, Qingsong Wen:
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning. CoRR abs/2502.02871 (2025) - [i45]Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen:
Position: LLMs Can be Good Tutors in Foreign Language Education. CoRR abs/2502.05467 (2025) - [i44]Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu:
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. CoRR abs/2502.11051 (2025) - [i43]Jiamin Su, Yibo Yan, Fangteng Fu, Han Zhang, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu:
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. CoRR abs/2502.11916 (2025) - [i42]Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu:
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. CoRR abs/2502.12520 (2025) - [i41]Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jinheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen:
LLM Agents for Education: Advances and Applications. CoRR abs/2503.11733 (2025) - [i40]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:
Aligning Multimodal LLM with Human Preference: A Survey. CoRR abs/2503.14504 (2025) - [i39]Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen:
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection. CoRR abs/2503.18132 (2025) - [i38]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:
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR abs/2504.15585 (2025) - [i37]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:
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video. CoRR abs/2505.02064 (2025) - [i36]Jiamin Su, Yibo Yan, Zhuoran Gao, Han Zhang, Xiang Liu, Xuming Hu:
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring. CoRR abs/2505.13965 (2025) - [i35]Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu:
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. CoRR abs/2505.14406 (2025) - [i34]Song Dai, Yibo Yan, Jiamin Su, Dongfang Zihao, Yubo Gao, Yonghua Hei, Jungang Li, Junyan Zhang, Sicheng Tao, Zhuoran Gao, Xuming Hu:
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions. CoRR abs/2505.15472 (2025) - [i33]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:
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models. CoRR abs/2505.16211 (2025) - [i32]Junyan Zhang, Yubo Gao, Yibo Yan, Jungang Li, Zhaorui Hou, Sicheng Tao, Shuliang Liu, Song Dai, Yonghua Hei, Junzhuo Li, Xuming Hu:
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities. CoRR abs/2505.21191 (2025) - [i31]Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Qi Zheng, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu:
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models. CoRR abs/2507.05288 (2025) - [i30]Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu:
Unlocking Speech Instruction Data Potential with Query Rewriting. CoRR abs/2507.08603 (2025) - [i29]Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu:
VLA-Mark: A cross modal watermark for large vision-language alignment model. CoRR abs/2507.14067 (2025) - [i28]Jianghangfan Zhang, Yibo Yan, Kening Zheng, Xin Zou, Song Dai, Xuming Hu:
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning. CoRR abs/2508.04088 (2025) - [i27]Ziliang Shen, Caixing Wang, Shaoli Wang, Yibo Yan:
High-Dimensional Differentially Private Quantile Regression: Distributed Estimation and Statistical Inference. CoRR abs/2508.05212 (2025) - [i26]Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou:
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints. CoRR abs/2509.21057 (2025) - [i25]Sicheng Tao, Jungang Li, Yibo Yan, Junyan Zhang, Yubo Gao, Hanqian Li, Shuhang Xun, Yuxuan Fan, Hong Chen, Jianxiang He, Xuming Hu:
MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning. CoRR abs/2509.21113 (2025) - [i24]Yibo Yan, Guangwei Xu, Xin Zou, Shuliang Liu, James Kwok, Xuming Hu:
DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning. CoRR abs/2509.23883 (2025) - [i23]Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu:
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention. CoRR abs/2510.02912 (2025) - [i22]Jialong Qin, Xin Zou, Di Lu, Yibo Yan, Xuming Hu:
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning. CoRR abs/2511.08003 (2025) - [i21]Junquan Huang, Haotian Wu, Yubo Gao, Yibo Yan, Junyan Zhang, Yonghua Hei, Song Dai, Jie Zhang, Puay Siew Tan, Xuming Hu:
EffiReason-Bench: A Unified Benchmark for Evaluating and Advancing Efficient Reasoning in Large Language Models. CoRR abs/2511.10201 (2025) - 2024
- [j6]Hui Che, Jiaxin Qin, Yao Chen, Zihan Ji, Yibo Yan, Jing Yang, Qi Wang, Chaofeng Liang, Jian Wu:
Improving Needle Tip Tracking and Detection in Ultrasound-Based Navigation System Using Deep Learning-Enabled Approach. IEEE J. Biomed. Health Informatics 28(5): 2930-2942 (2024) - [c11]Yibo Yan, Joey Lee:
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding. CIKM 2024: 4163-4167 - [c10]Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu:
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model. EMNLP 2024: 6801-6816 - [c9]Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko:
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. EMNLP (Findings) 2024: 11740-11758 - [c8]Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang:
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. ACM Multimedia 2024: 6307-6315 - [c7]Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang:
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. WWW 2024: 4006-4017 - [i20]Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang:
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook. CoRR abs/2402.19348 (2024) - [i19]Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang:
UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction. CoRR abs/2403.16831 (2024) - [i18]Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang:
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. CoRR abs/2404.14241 (2024) - [i17]Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Yuxuan Liang:
Learning Geospatial Region Embedding with Heterogeneous Graph. CoRR abs/2405.14135 (2024) - [i16]Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu:
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model. CoRR abs/2406.11193 (2024) - [i15]Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko:
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. CoRR abs/2406.16069 (2024) - [i14]Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Xuming Hu:
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. CoRR abs/2408.09429 (2024) - [i13]Yibo Yan, Joey Lee:
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding. CoRR abs/2408.11366 (2024) - [i12]Xin Zou, Yizhou Wang, Yibo Yan, Sirui Huang, Kening Zheng, Junkai Chen, Chang Tang, Xuming Hu:
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. CoRR abs/2410.03577 (2024) - [i11]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:
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. CoRR abs/2410.04509 (2024) - [i10]Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu:
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality. CoRR abs/2410.04780 (2024) - [i9]Kaichen Huang, Jiahao Huo, Yibo Yan, Kun Wang, Yutao Yue, Xuming Hu:
MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models. CoRR abs/2410.04819 (2024) - [i8]Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Aiwei Liu, Xuming Hu:
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios. CoRR abs/2411.02708 (2024) - [i7]Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu:
Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation. CoRR abs/2411.17141 (2024) - [i6]Chen Zhou, Peng Cheng, Junfeng Fang, Yifan Zhang, Yibo Yan, Xiaojun Jia, Yanyan Xu, Kun Wang, Xiaochun Cao:
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks. CoRR abs/2411.18288 (2024) - [i5]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:
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey. CoRR abs/2412.02104 (2024) - [i4]Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu:
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. CoRR abs/2412.11936 (2024) - 2023
- [j5]Yibo Yan, Xiaozhou Wang, Riquan Zhang:
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing. J. Mach. Learn. Res. 24: 245:1-245:49 (2023) - [j4]Yibo Yan, Peng Zhu, Dawei Cheng, Fangzhou Yang, Yifeng Luo:
Adversarial Multi-task Learning for Efficient Chinese Named Entity Recognition. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(7): 193:1-193:19 (2023) - [c6]Yibo Yan, Seth Frey, Amy X. Zhang, Vladimir Filkov, Likang Yin:
GitHub OSS Governance File Dataset. MSR 2023: 630-634 - [i3]Yibo Yan, Seth Frey, Amy X. Zhang, Vladimir Filkov, Likang Yin:
GitHub OSS Governance File Dataset. CoRR abs/2304.00460 (2023) - [i2]Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang:
When Urban Region Profiling Meets Large Language Models. CoRR abs/2310.18340 (2023) - 2022
- [j3]Likang Yin, Mahasweta Chakraborti, Yibo Yan, Charles M. Schweik, Seth Frey, Vladimir Filkov:
Open Source Software Sustainability: Combining Institutional Analysis and Socio-Technical Networks. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-23 (2022) - 2020
- [j2]Mengmeng Cao, Kebiao Mao, Xinyi Shen, Tongren Xu, Yibo Yan, Zijin Yuan:
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. 12(21): 3622 (2020) - [j1]Lingtong Liu, Yulong Shen, Yibo Yan, Tong Yang, Muhammad Shahzad, Bin Cui, Gaogang Xie:
SF-Sketch: A Two-Stage Sketch for Data Streams. IEEE Trans. Parallel Distributed Syst. 31(10): 2263-2276 (2020) - [c5]Yibo Yan, Cheng Chen, Huiping Lin, Olivier Ruas, Tengjiao Wang, Tong Yang:
Priority-Aware Per-flow Measurement using Cuckoo Sketch. Networking 2020: 622-624
2010 – 2019
- 2019
- [c4]Jie Jiang, Yibo Yan, Mengyu Zhang, Binchao Yin, Yumeng Jiang, Tong Yang, Xiaoming Li, Tengjiao Wang:
Shifting Hash Table: An Efficient Hash Table with Delicate Summary. GLOBECOM Workshops 2019: 1-6 - [c3]Lingtong Liu, Jun Hu, Yibo Yan, Siang Gao, Tong Yang, Xiaoming Li:
Longest Prefix Matching with Pruning. HPSR 2019: 1-6 - 2018
- [c2]Xiangyang Gou, Chenxingyu Zhao, Tong Yang, Lei Zou, Yang Zhou, Yibo Yan, Xiaoming Li, Bin Cui:
Single Hash: Use One Hash Function to Build Faster Hash Based Data Structures. BigComp 2018: 278-285 - 2017
- [c1]Tong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie:
SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data Items. ICDE 2017: 103-106 - [i1]Tong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie:
SF-sketch: slim-fat-sketch with GPU assistance. CoRR abs/1701.04148 (2017)
Coauthor Index
[i52] [i51] [i50] [i49] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c21] [c20] [c18] [c17] [c15] [c14] [c13] [c12] [i48] [i47] [i46] [i44] [i43] [i42] [i41] [i39] [i38] [i37] [i36] [i35] [i34] [i32] [i31] [i30] [i29] [i28] [i26] [i25] [i24] [i23] [i22] [i21] [c10] [i16] [i14] [i12] [i11] [i10] [i9] [i8] [i7] [i5] [i4]
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