Yanshu Li

According to our database, Yanshu Li authored at least 40 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Personalize Your Large Vision-language Models With In-context Prompt Tuning.

Yanshu Li, Jiaqian Li, Kuai Yu, Xi Xiao, Dongfang Liu, Tianyang Wang, Ruixiang Tang

CoRR, May, 2026

TRACES: Proactive Safety Auditing for Multi-Turn LLM Agents via Trajectory-State Modeling.

Jiaqian Li, Yanshu Li, Boxuan Zhang, Ruixiang Tang, Kuan-Hao Huang

CoRR, May, 2026

MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection.

Weihai Lu, Zhejun Zhao, Yanshu Li, He Huang

CoRR, April, 2026

DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection.

Siheng Wang, Yanshu Li, Bohan Hu, Zhengdao Li, Haibo Zhan, Linshan Li, Weiming Liu, Ruizhi Qian, Guangxin Wu, Hao Zhang, Jifeng Shen, Piotr Koniusz, Zhengtao Yao, Junhao Dong, Qiang Sun

CoRR, April, 2026

Not All Directions Matter: Toward Structured and Task-Aware Low-Rank Adaptation.

Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu

CoRR, March, 2026

RTD-Guard: A Black-Box Textual Adversarial Detection Framework via Replacement Token Detection.

He Zhu, Yanshu Li, Wen Liu, Haitian Yang

CoRR, March, 2026

Steering Vector Fields for Context-Aware Inference-Time Control in Large Language Models.

Jiaqian Li, Yanshu Li, Kuan-Hao Huang

CoRR, February, 2026

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding.

Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection.

Xi Xiao, Zhuxuanzi Wang, Mingqiao Mo, Chen Liu, Chenrui Ma, Yanshu Li, Smita Krishnaswamy, Xiao Wang, Tianyang Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning.

Yanshu Li, Jianjiang Yang, Ziteng Yang, Bozheng Li, Ligong Han, Hongyang He, Zhengtao Yao, Yingjie Victor Chen, Songlin Fei, Dongfang Liu, Ruixiang Tang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning.

Yanshu Li, Jianjiang Yang, Zhennan Shen, Ligong Han, Haoyan Xu, Ruixiang Tang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Evaluating Parameter Efficient Methods for RLVR.

Qingyu Yin, Yulun Wu, Zhennan Shen, Sunbowen Li, Zhilin Wang, Yanshu Li, Chak Tou Leong, Jiale Kang, Jinjin Gu

CoRR, December, 2025

TeleAI-Safety: A comprehensive LLM jailbreaking benchmark towards attacks, defenses, and evaluations.

Xiuyuan Chen, Jian Zhao, Yuxiang He, Yuan Xun, Xinwei Liu, Yanshu Li, Huilin Zhou, Wei Cai, Ziyan Shi, Yuchen Yuan, Tianle Zhang, Chi Zhang, Xuelong Li

CoRR, December, 2025

LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning.

Haoyan Xu, Ruizhi Qian, Zhengtao Yao, Ziyi Liu, Li Li, Yuqi Li, Yanshu Li, Wenqing Zheng, Daniele Rosa, Daniel Barcklow, Senthil Kumar, Jieyu Zhao, Yue Zhao

CoRR, November, 2025

Read the Scene, Not the Script: Outcome-Aware Safety for LLMs.

Rui Wu, Yihao Quan, Zeru Shi, Zhenting Wang, Yanshu Li, Ruixiang Tang

CoRR, October, 2025

JEPA-T: Joint-Embedding Predictive Architecture with Text Fusion for Image Generation.

Siheng Wang, Zhengtao Yao, Zhengdao Li, Junhao Dong, Yanshu Li, Yikai Li, Linshan Li, Haoyan Xu, Yijiang Li, Zhikang Dong, Huacan Wang, Jifeng Shen

CoRR, October, 2025

Towards Generalizable Implicit In-Context Learning with Attention Routing.

Jiaqian Li, Yanshu Li, Ligong Han, Ruixiang Tang, Wenya Wang

CoRR, September, 2025

TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning.

Hongyang He, Xinyuan Song, Yangfan He, Zeyu Zhang, Yanshu Li, Haochen You, Lifan Sun, Wenqiao Zhang

CoRR, September, 2025

A Comprehensive Review of AI Agents: Transforming Possibilities in Technology and Beyond.

Xiaodong Qu, Andrews Damoah, Joshua Sherwood, Peiyan Liu, Christian Shun Jin, Lulu Chen, Minjie Shen, Nawwaf Aleisa, Zeyuan Hou, Chenyu Zhang, Lifu Gao, Yanshu Li, Qikai Yang, Qun Wang, Cristabelle De Souza

CoRR, August, 2025

Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance.

Yuchu Jiang, Jian Zhao, Yuchen Yuan, Tianle Zhang, Yao Huang, Yanghao Zhang, Yan Wang, Yanshu Li, Xizhong Guo, Yusheng Zhao, Jun Zhang, Zhi Zhang, Xiaojian Lin, Yixiu Zou, Haoxuan Ma, Yuhu Shang, Yuzhi Hu, Keshu Cai, Ruochen Zhang, Boyuan Chen, Yilan Gao, Ziheng Jiao, Yi Qin, Shuangjun Du, Xiao Tong, Zhekun Liu, Yu Chen, Xuankun Rong, Rui Wang, Yejie Zheng, Zhaoxin Fan, Murat Sensoy, Hongyuan Zhang, Pan Zhou, Lei Jin, Hao Zhao, Xu Yang, Jiaojiao Zhao, Jianshu Li, Joey Tianyi Zhou, Zhi-Qi Cheng, Longtao Huang, Zhiyi Liu, Zheng Zhu, Jianan Li, Gang Wang, Qi Li, Xu-Yao Zhang, Yaodong Yang, Mang Ye, Wenqi Ren, Zhaofeng He, Hang Su, Rongrong Ni, Liping Jing, Xingxing Wei, Junliang Xing, Massimo Alioto, Shengmei Shen, Petia Radeva, Dacheng Tao, Ya-Qin Zhang, Shuicheng Yan, Chi Zhang, Zhongjiang He, Xuelong Li

CoRR, August, 2025

Latent Chain-of-Thought? Decoding the Depth-Recurrent Transformer.

Wenquan Lu, Yuechuan Yang, Kyle Lee, Yanshu Li, Enqi Liu

CoRR, July, 2025

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.

Zhaochen Su, Peng Xiang, Hangyu Guo, Zhenhua Liu, Yan Ma, Xiaoye Qu, Jiaqi Liu, Yanshu Li, Kaide Zeng, Zhengyuan Yang, Linjie Li, Yu Cheng, Heng Ji, Junxian He, Yi R. (May) Fung

CoRR, June, 2025

ViP²-CLIP: Visual-Perception Prompting with Unified Alignment for Zero-Shot Anomaly Detection.

Ziteng Yang, Jingzehua Xu, Yanshu Li, Zepeng Li, Yeqiang Wang, Xinghui Li

CoRR, May, 2025

CAMA: Enhancing Multimodal In-Context Learning with Context-Aware Modulated Attention.

Yanshu Li, Jianjiang Yang, Bozheng Li, Ruixiang Tang

CoRR, May, 2025

M2IV: Towards Efficient and Fine-grained Multimodal In-Context Learning in Large Vision-Language Models.

Yanshu Li, Hongyang He, Yi Cao, Qisen Cheng, Xiang Fu, Ruixiang Tang

CoRR, April, 2025

Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations.

Yanshu Li

CoRR, March, 2025

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.

Chengyan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Barbara Plank, Yun Xue

CoRR, February, 2025

Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation.

Zhiqing Cui, Jiahao Yuan, Hanqing Wang, Yanshu Li, Chenxu Du, Zhenglong Ding

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding.

Jianjiang Yang, Yanshu Li, Ziyan Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.

ChengYan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration.

Yanshu Li, Jianjiang Yang, Tian Yun, Pinyuan Feng, Jinfa Huang, Ruixiang Tang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

A Jailbreak Prompt Detector Based on Selective Perturbation and Contrastive Learning.

Yanshu Li, Yan Wang, Haitian Yang, Wen Liu, Ning Li

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

2024

MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration.

Jinjie Wei, Dingkang Yang, Yanshu Li, Qingyao Xu, Zhaoyu Chen, Mingcheng Li, Yue Jiang, Xiaolu Hou, Lihua Zhang

CoRR, 2024

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM.

Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng

CoRR, 2024

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs.

Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

ASGNet: Adaptive Semantic Gate Networks for Log-Based Anomaly Diagnosis.

Haitian Yang, Degang Sun, Wen Liu, Yanshu Li, Yan Wang, Weiqing Huang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Thermal Error Prediction and Compensation of Digital Twin Laser Cutting Based on T-XGBoost.

Chang Lu, Jiyou Fei, Xiangzhong Meng, Yanshu Li, Zhibo Liu

Sensors, 2022

Exploring real-time fault detection of high-speed train traction motor based on machine learning and wavelet analysis.

Yanshu Li

Neural Comput. Appl., 2022

2021

Study on Total Factor Productivity and Absolute β Convergence of High-tech Industries in China.

Yaodong Bao, Yanshu Li, Junsheng Chen

Proceedings of the IPEC 2021: 2nd Asia-Pacific Conference on Image Processing, 2021

2019

Analysis of disease organ as a novel phenotype towards disease genetics understanding.

Lingyun Luo, Chunlei Zheng, Jiaolong Wang, Minsheng Tan, Yanshu Li, Rong Xu

J. Biomed. Informatics, 2019