机构
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School of Electronic and Information Engineering, Beihang University(北京航空航天大学电子与信息工程学院)
;
State Key Laboratory of Virtual Reality Technology and Systems, Beihang University(北京航空航天大学虚拟现实技术与系统国家重点实验室)
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Department of Electronic Science and Technology, National University of Defense Technology(国防科技大学电子科学与技术系)
机构
*
Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing(未来区块链与隐私计算先进创新中心)
;
Institute of Artificial Intelligence, Beihang University(北京航空航天大学人工智能学院)
;
Institute of Computing Technology, Chinese Academy of Sciences(中国科学院计算技术研究所)
A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
Ruihao Gong, Yifu Ding, Zining Wang, Chengtao Lv, Xingyu Zheng, Jinyang Du, Haotong Qin, Jinyang Guo, Michele Magno, Xianglong Liu
机构
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Beihang University(北京航空航天大学)
;
ETH Zurich(苏黎世联邦理工学院)
;
The Chinese University of Hong Kong(香港中文大学)
CommentsRuihao Gong leads the overall organization of the survey, with Yifu Ding and Jinyang Du contributing to Sections 2 and 3. Xingyu Zheng is responsible for authoring Section 4, while Chengtao Lv and Zining Wang collaborate on Section 5. Haotong Qin, Jinyang Guo, Michele Magno, and Xianglong Liu provide guidance during the whole process and assist in refining the final manuscript
机构
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Fu Foundation School of Engineering and Applied Science, Columbia University(哥伦比亚大学工程与应用科学学院)
;
School of Computer Science and Engineering, Beihang University(北航计算机科学与工程学院)
Position-Prior-Guided Network for System Matrix Super-Resolution in Magnetic Particle Imaging
Xuqing Geng, Lei Su, Zhongwei Bian, Zewen Sun, Jiaxuan Wen, Jie Tian, Yang Du
机构
*
CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences(中国科学院分子影像重点实验室,自动化研究所)
;
School of Artificial Intelligence, University of Chinese Academy of Sciences(中国科学院大学人工智能学院)
;
School of Engineering Medicine and the School of Biological Science and Medical Engineering, Beihang University(北航医学工程学院和生物科学与医学工程学院)
;
Key Laboratory of Big Data-Based Precision Medicine (Beihang University), Ministry of Industry and Information Technology of China(大数据精准医学重点实验室(北京航空航天大学),工业和信息化部)
Commentsaccepted as oral presentation at EMBC 2025
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
Haonan Yuan, Qingyun Sun, Junhua Shi, Xingcheng Fu, Bryan Hooi, Jianxin Li, Philip S. Yu
机构
*
SKLCCSE, School of Computer Science and Engineering, Beihang University(北京航空航天大学信息与电子技术学院)
;
Key Lab of Education Blockchain and Intelligent Technology, Guangxi Normal University(广西师范大学教育区块链与智能技术重点实验室)
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School of Computing, National University of Singapore(新加坡国立大学计算机学院)
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Department of Computer Science, University of Illinois, Chicago(伊利诺伊大学芝加哥分校计算机科学系)
Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws
Zhixuan Pan, Shaowen Wang, Jian Li
机构
*
Institute for Interdisciplinary Information Sciences, Tsinghua University(清华大学交叉信息研究院)
;
School of Computer Science and Engineering, Beihang University(北航计算机科学与工程学院)
机构
*
Institute of Computing Technology, Chinese Academy of Sciences(中国科学院计算技术研究所)
;
University of Chinese Academy of Sciences(中国科学院大学)
;
ETH Zurich(苏黎世联邦理工学院)
;
Institute of Artificial Intelligence, Beihang University(北航人工智能研究院)
;
Zhongguancun Laboratory(中关村实验室)
;
Department of Electrical Engineering, The City College(城市学院电子工程系)
;
Department of Computer Science, the Graduate Center, the City University of New York(纽约城市大学计算机科学系)
;
School of Computer Science and Control Engineering, Shenzhen University of Advanced Technology(深圳先进技术大学计算机科学与控制工程学院)
Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models
Chaozhuo Li, Pengbo Wang, Chenxu Wang, Litian Zhang, Zheng Liu, Qiwei Ye, Yuanbo Xu, Feiran Huang, Xi Zhang, Philip S. Yu
机构
*
Beijing University of Posts and Telecommunications(北京邮电大学)
;
Shihezi University(石河子大学)
;
Beihang University(北航)
;
Beijing Academy of Artificial Intelligence(北京人工智能研究院)
;
Jilin University(吉林大学)
;
Central South University(中南大学)
;
Jinan University(暨南大学)
SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents
Siyuan Liang, Tianmeng Fang, Zhe Liu, Aishan Liu, Yan Xiao, Jinyuan He, Ee-Chien Chang, Xiaochun Cao
机构
*
Nanyang Technological University(南洋理工大学)
;
Institute of Software, Chinese Academy of Sciences(中国科学院软件研究所)
;
Beihang University(北京航空航天大学)
;
Sun Yat-sen University(中山大学)
;
Beijing Institute of Technology(北京理工大学)
;
National University of Singapore(新加坡国立大学)
Gradient-based Fine-Tuning through Pre-trained Model Regularization
Xuanbo Liu, Liu Liu, Fuxiang Wu, Fusheng Hao, Xianglong Liu
机构
*
School of Artificial Intelligence, Beihang University(人工智能学院,北航)
;
Hangzhou International Innovation Institute, Beihang University(杭州国际创新研究院,北航)
;
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(深圳先进技术研究院,中国科学院)
机构
*
School of Aeronautic Science and Engineering, Beihang University, Beijing, 100191, China(航空科学与工程学院,北航,北京,100191,中国)
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Institute of Thermodynamics, Technical University of Munich, Munich, 80333, Germany(热力学研究所,慕尼黑技术大学,慕尼黑,80333,德国)
;
Sino-French Engineer School /School of General Engineering, Beihang University, Beijing, 100191, China(中法工程师学院/工程学院,北航,北京,100191,中国)
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Multiphase Flow and New Energy Technology Laboratory, Ningbo Institute of Technology, Beihang University, Ningbo, 315800, China(多相流与新能源技术实验室,宁波理工学院,北航,宁波,315800,中国)
DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion
Yansong Qu, Shaohui Dai, Xinyang Li, Yuze Wang, You Shen, Liujuan Cao, Rongrong Ji
机构
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Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University(中国教育部多媒体可信感知与高效计算重点实验室、厦门大学)
;
State Key Laboratory of Virtual Reality Technology and Systems, Beihang University(虚拟现实技术与系统国家重点实验室、北京航空航天大学)
机构
*
MEGVII Technology(MEGVII技术公司)
;
Waseda University(早稻田大学)
;
Institute of Software, Chinese Academy of Sciences(中国科学院软件研究所)
;
Beihang University(北航大学)
Instruction Learning Paradigms: A Dual Perspective on White-box and Black-box LLMs
Yanwei Ren, Liu Liu, Baosheng Yu, Jiayan Qiu, Quan Chen
机构
*
School of Artificial Intelligence, Beihang University(北京航空航天大学人工智能学院)
;
Hangzhou International Innovation Institute, Beihang University(北京航空航天大学杭州国际创新研究院)
;
Nanyang Technological University(南洋理工大学)
;
University of Leicester(莱斯特大学)
;
Kuaishou Technology(快手科技)