百晓学者学者目录

李庆

博士生导师、教授、研究员，复旦大学

精选作品

期刊论文

2023

DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts

Ze Fu, Chang-Meng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Yaowei Wang, Qing Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction

Shisong Tang, Qing Li, Xiaoteng Ma, Cing-Hua Gao, Dingmin Wang, Yong Jiang, Qian Ma, Aoyang Zhang, Hechang Chen

The Web Conference

DOI

2022

MagNet: Cooperative Edge Caching by Automatic Content Congregating

Junkun Peng, Qing Li, Xiaoteng Ma, Yong Jiang, Yutao Dong, Chuang Hu, Meng Chen

The Web Conference

DOI

2022

Intelligent Instructional Design via Interactive Knowledge Graph Editing

Jerry C. K. Chan, Yaowei Wang, Qing Li, G. Baciu, Jian-Nong Cao, Xiao Huang, Richard Li, P. H. F. Ng

International Conference on Advances in Web-Based Learning

DOI

2022

Poche: A Priority-Based Flow-Aware In-Network Caching Scheme in Data Center Networks

Gengbiao Shen, Qing Li, Wanxin Shi, Fei-Xue Han, Yong Jiang, Liang Gu

IEEE Transactions on Network and Service Management

DOI

2022

On accuracy rate of community detection and pairing in mobile social network

Jinbin Tu, Qing Li, Yun Wang

2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)

DOI

2022

Future Data Center Networking: From Low Latency to Deterministic Latency

Fei-Xue Han, Mowei Wang, Yong Cui, Qing Li, Ru Liang, Yashe Liu, Yong Jiang

IEEE Network

DOI

2022

Guest Editorial Special Issue on Computational Intelligence in Big Graph Data Management

Guanfeng Liu, An Liu, Qing Li, Huanhuan Chen, Deepak Puthal

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2022

FABMon: Enabling Fast and Accurate Network Available Bandwidth Estimation

Tao Jin, Weichao Li, Qing Li, Qianyi Huang, Yong Jiang, Shu-Tao Xia

International Workshop on Quality of Service

DOI

2022

QAVA: QoE-Aware Adaptive Video Bitrate Aggregation for HTTP Live Streaming Based on Smart Edge Computing

Xiaoteng Ma, Qing Li, Long-Hao Zou, Junkun Peng, Jian-Er Zhou, Jimeng Chai, Yong Jiang, Gabriel-Miro Muntean

IEEE transactions on broadcasting

DOI

2022

Learning-Based Joint QoE Optimization for Adaptive Video Streaming Based on Smart Edge

Xiaoteng Ma, Qing Li, Yong Jiang, Gabriel-Miro Muntean, Long-Hao Zou

IEEE Transactions on Network and Service Management

DOI

2022

APS: Adaptive Packet Sizing for Efficient End-to-End Network Transmission

Fei-Xue Han, Qing Li, Jian-Er Zhou, Hong Chao Xu, Yong Jiang

International Workshop on Quality of Service

DOI

2022

Learning-based Fuzzy Bitrate Matching at the Edge for Adaptive Video Streaming

Wanxin Shi, Qing Li, Chao Wang, Long-Hao Zou, Gengbiao Shen, Pei Zhang, Yong Jiang

The Web Conference

DOI

2022

Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education

Wentao Li, Hua-Chi Zhou, Jun-Nan Dong, Qing-Gang Zhang, Qing Li, G. Baciu, Jian-Nong Cao, Xiao Huang

International Conference on Advances in Web-Based Learning

DOI

2022

Weighted NSFIB Aggregation With Generalized Next Hop of Strict Partial Order

Qing Li, Yichao Wu, Jing-Pu Duan, Jia-Hai Yang, Yong Jiang

IEEE Transactions on Network and Service Management

DOI

2022

Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches

Guorui Xie, Qing Li, Chupeng Cui, Peican Zhu, Dan Zhao, Wanxin Shi, Zhuyun Qi, Yong Jiang, Xi Xiao

IEEE International Symposium on Reliable Distributed Systems

DOI

2022

IoTEnsemble: Detection of Botnet Attacks on Internet of Things

Ruo-Yu Li, Qing Li, Yu-Cheng Huang, Wen-Bin Zhang, Peican Zhu, Yong Jiang

European Symposium on Research in Computer Security

DOI

2022

KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning

Qing Li, G. Baciu, Jian-Nong Cao, Xiao Huang, Richard Li, P. H. F. Ng, Jun-Nan Dong, Qing-Gang Zhang, Zackary P. T. Sin, Yaowei Wang

International Conference on Blended Learning

DOI

2022

IoTBeholder

Qing-Song Zou, Peng Cheng, Li Qing, Liao Ruoyu, Yucheng Huang, Jingyu Xiao, Yong Jiang, Qing-Song Zou, Qing Li, Ruo-Yu Li, Yucheng Huang, Gareth Tyson, Jing-Yu Xiao

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

DOI

2022

Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation

Guorui Xie, Qing Li, Yutao Dong, Guang-Hua Duan, Yong Jiang, Jing-Pu Duan

IEEE Conference on Computer Communications

DOI

2022

Towards a Metaverse of Knowledge - A Constructivist Proposition on Immersive Learning and Visual Literacy

Zackary P. T. Sin, I. Zhao, Astin C. H. Wu, Richard Li, P. H. F. Ng, Xiao Huang, G. Baciu, Jian-Nong Cao, Qing Li

International Conference on Advances in Web-Based Learning

DOI

2022

BotFinder: a novel framework for social bots detection in online social networks based on graph embedding and community detection

Shu-Dong Li, Chuanyu Zhao, Qing Li, Jiuming Huang, Dawei Zhao, Peican Zhu

World wide web (Bussum)

DOI

2021

Research on the Influence of Quantity and Emotion of Danmaku in Online Instructional Video on Learning

Yu-Wei Cheng, Qing Li, Xue Wang

Artificial Intelligence in Education and Teaching Assessment

DOI

2019

Graph Neural Networks for Social Recommendation

Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Ji-Liang Tang, Da-Wei Yin

The Web Conference

DOI

2019

Chunk-level Request-Grant-Transfer Mode for QoE-Sensitive Video Delivery in CDN

Gengbiao Shen, Qing Li, Yong Jiang, R. Sinnott, Dong Lin, Ze-Hua Guo, Yi Wang

International Workshop on Quality of Service

DOI

2019

Guest editorial: special issue on social media and interactive technologies

Timothy K. Shih, Lin Hui, Somchoke Ruengittinun, Qing Li

World wide web (Bussum)

DOI

2019

Special Issue of APWeb-WAIM 2018

Yi Cai, Jianliang Xu, Qing Li

Data Science and Engineering

DOI

2019

Steward: smart edge based joint QoE optimization for adaptive video streaming

Xiaoteng Ma, Qing Li, Jimeng Chai, Xi Xiao, Shutao Xia, Yong Jiang

International Workshop on Network and Operating System Support for Digital Audio and Video

DOI

2019

LEAP: Learning-Based Smart Edge with Caching and Prefetching for Adaptive Video Streaming

Wanxin Shi, Qing Li, Chao Wang, Gengbiao Shen, Weichao Li, Wu Yu, Yong Jiang

International Workshop on Quality of Service

DOI

2018

Deep Modeling of Social Relations for Recommendation

Wenqi Fan, Qing Li, Min-Chien Cheng

AAAI Conference on Artificial Intelligence

DOI

2018

A New Graph-Partitioning Algorithm for Large-Scale Knowledge Graph

Jiang Zhong, Chen Wang, Qi Li, Qing Li

International Conference on Advanced Data Mining and Applications

DOI

2017

Web Information Systems Engineering – WISE 2017: 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part I

A. Bouguettaya, Yun-Jun Gao, A. Klimenko, Lu Chen, Xiang-Liang Zhang, Fedor Dzerzhinskiy, Weijia Jia, Stanislav Klimenko, Qing Li

WISE

DOI

2017

A Defense Mechanism Against Location Cheating Attack in Social Network

Qing Li, Ayong Ye, Li Xu

International Conference on Data Science in Cyberspace

DOI

预印本

2026

FMVP: Masked Flow Matching for Adversarial Video Purification

Duoxun Tang, Xueyi Zhang, Chak Hin Wang, Xi Xiao, Dasen Dai, Xinhang Jiang, Wentao Shi, Rui Li, Qing Li

arXiv preprint

2026

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning

Jiani Huang, Shijie Wang, Liangbo Ning, Wenqi Fan, Qing Li

arXiv preprint

2026

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses

Zhuohang Jiang, Xu Yuan, Haohao Qu, Shanru Lin, Kanglong Liu, Wenqi Fan, Qing Li

arXiv preprint

2026

Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs

Lecheng Yan, Ruizhe Li, Guanhua Chen, Qing Li, Jiahui Geng, Wenxi Li, Longyue Wang, Chenyang Lyu

arXiv preprint

2026

CFALR: Collaborative Filtering-Augmented Large Language Model for Personalized Fashion Outfit Recommendation

Yujuan Ding, Junrong Liao, Yunshan Ma, Yi Bin, Wenqi Fan, Tat-Seng Chua, Qing Li

arXiv preprint

2026

GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation

Rui Xie, Zhi Gao, Chenrui Shi, Zirui Shang, Lu Chen, Qing Li

arXiv preprint

2026

From Competition to Coopetition: Coopetitive Training-Free Image Editing Based on Text Guidance

Jinhao Shen, Haoqian Du, Xulu Zhang, Xiao-Yong Wei, Qing Li

arXiv preprint

2026

Intelligence Delivery Network: Toward an Internet Architecture for the AI Age

Hanling Wang, Qing Li, Dan Zhao, Yuhong Song, Xingchi Chen, Teng Gao, Peiyuan Zong, Zhuyun Qi, Yue Yu, Yong Jiang

arXiv preprint

2026

ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning

Xianming Li, Zongxi Li, Tsz-fung Andrew Lee, Jing Li, Haoran Xie, Qing Li

arXiv preprint

2026

FashionKG-RAG: Knowledge Graph-Enhanced Retrieval-Augmented Generation for Fashion Question Answering

Yujuan Ding, Linyin Luo, Shijie Wang, Xu Yuan, Yunshan Ma, Yi Bin, Wenqi Fan, Qing Li

arXiv preprint

2026

DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation

Xing Wei, Changmeng Zheng, XiaoYong Wei, Xiufen Ye, Qing Li

arXiv preprint

2026

MAGIC: Marginal-Guided Compression with Optimal Transport for Efficient Visual Document Retrieval

Xu Yuan, Hua Liu, Wenqi Fan, Qing Li

arXiv preprint

2025

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model

Haozhen Zhang, Haodong Yue, Xi Xiao, Le Yu, Qing Li, Zhen Ling, Ye Zhang

arXiv preprint

2025

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models

Bo Zeng, Chenyang Lyu, Sinuo Liu, Mingyan Zeng, Minghao Wu, Xuanfan Ni, Tianqi Shi, Yu Zhao, Yefeng Liu, Chenyu Zhu, Ruizhe Li, Jiahui Geng, Qing Li, Yu Tong, Longyue Wang, Weihua Luo, Kaifu Zhang

arXiv preprint

2025

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation

Pengxiang Li, Zechen Hu, Zirui Shang, Jingrong Wu, Yang Liu, Hui Liu, Zhi Gao, Chenrui Shi, Bofei Zhang, Zihao Zhang, Xiaochuan Shi, Zedong YU, Yuwei Wu, Xinxiao Wu, Yunde Jia, Liuyu Xiang, Zhaofeng He, Qing Li

arXiv preprint

2025

Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment

Xubin Wang, Qing Li, Weijia Jia

arXiv preprint

2025

Efficient Graph Condensation via Gaussian Process

Lin Wang, Qing Li

arXiv preprint

2025

Contrastive Learning Augmented Social Recommendations

Lin Wang, Weisong Wang, Xuanji Xiao, Qing Li

arXiv preprint

2025

Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond

Rubing Chen, Jiaxin Wu, Jian Wang, Xulu Zhang, Wenqi Fan, Chenghua Lin, Xiao-Yong Wei, Qing Li

arXiv preprint

2025

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration

Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray

arXiv preprint

2025

Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models

Haoyang Li, Xuejia Chen, Zhanchao XU, Darian Li, Nicole Hu, Fei Teng, Yiming Li, Luyu Qiu, Chen Jason Zhang, Qing Li, Lei Chen

arXiv preprint

2025

Explicit and Implicit Data Augmentation for Social Event Detection

Congbo Ma, Yuxia Wang, Jia Wu, Jian Yang, Jing Du, Zitai Qiu, Qing Li, Hu Wang, Preslav Nakov

arXiv preprint

2025

ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer

Bolin Chen, Baoquan Zhao, Haoran Xie, Yi Cai, Qing Li, Xudong Mao

arXiv preprint

2025

SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models

Zeyu Dai, Shengcai Liu, Rui He, Jiahao Wu, Ning Lu, Wenqi Fan, Qing Li, Ke Tang

arXiv preprint

2025

Infi-MMR: Curriculum-based Unlocking Multimodal Reasoning via Phased Reinforcement Learning in Multimodal Small Language Models

Zeyu Liu, Yuhang Liu, Guanghao Zhu, Congkai Xie, Zhen Li, Jianbo Yuan, Xinyao Wang, Qing Li, Shing-Chi Cheung, Shengyu Zhang, Fei Wu, Hongxia Yang

arXiv preprint

2025

Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding

Yiran Li, Gongyao Guo, Jieming Shi, Sibo Wang, Qing Li

arXiv preprint

DOI

2025

Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents

Zhuohan Ge, Darian Li, Yubo Wang, Nicole Hu, Xinyi Zhu, Haoyang Li, Xin Zhang, Mingtao Zhang, Shihao Qi, Yuming Xu, Han Shi, Chen Jason Zhang, Qing Li

arXiv preprint

DOI

2025

Generating on Generated: An Approach Towards Self-Evolving Diffusion Models

Xulu Zhang, Xiaoyong Wei, Jinlin Wu, Jiaxin Wu, Zhaoxiang Zhang, Zhen Lei, Qing Li

arXiv preprint

2025

LongViTU: Instruction Tuning for Long-Form Video Understanding

Rujie Wu, Xiaojian Ma, Hai Ci, Yue Fan, Yuxuan Wang, Haozhe Zhao, Qing Li, Yizhou Wang

arXiv preprint

2025

HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge

Sirui Huang, Hanqian Li, Yanggan Gu, Xuming Hu, Qing Li, Guandong Xu

arXiv preprint

2025

Randomness of Low-Layer Parameters Determines Confusing Samples in Terms of Interaction Representations of a DNN

Junpeng Zhang, Lei Cheng, Qing Li, Liang Lin, Quanshi Zhang

arXiv preprint

2025

Exploring Backdoor Attack and Defense for LLM-empowered Recommendations

Liangbo Ning, Wenqi Fan, Qing Li

arXiv preprint

2025

Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs

Jiani Huang, Shijie Wang, Liang-bo Ning, Wenqi Fan, Shuaiqiang Wang, Dawei Yin, Qing Li

arXiv preprint

DOI

2025

STAR: Stepwise Task Augmentation with Relation Learning for Aspect Sentiment Quad Prediction

Wenna Lai, Haoran Xie, Guandong Xu, Qing Li

arXiv preprint

2025

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA

Xu Yuan, Liangbo Ning, Qingqing Ye, Wenqi Fan, Qing Li

arXiv preprint

DOI

2025

OpenGLT: A Comprehensive Benchmark of Graph Neural Networks for Graph-Level Tasks

Haoyang Li, Yuming Xu, Alexander Zhou, Yongqi Zhang, Jason Chen Zhang, Lei Chen, Qing Li

arXiv preprint

2025

FeatureFool: Zero-Query Fooling of Video Models via Feature Map

Duoxun Tang, Xi Xiao, Guangwu Hu, Kangkang Sun, Xiao Yang, Dongyang Chen, Qing Li, Yongjie Yin, Jiyao Wang

arXiv preprint

2024

Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation

Kaize Shi, Xueyao Sun, Qing Li, Guandong Xu

arXiv preprint

2024

Reasoning Factual Knowledge in Structured Data with Large Language Models

Sirui Huang, Yanggan Gu, Xuming Hu, Zhonghao Li, Qing Li, Guandong Xu

arXiv preprint

2024

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li

arXiv preprint

2024

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations

Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li

arXiv preprint

2024

2D Matryoshka Sentence Embeddings

Xianming Li, Zongxi Li, Jing Li, Haoran Xie, Qing Li

arXiv preprint

2024

Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models

Wei Wang, Qing Li

arXiv preprint

2024

Entity Alignment with Noisy Annotations from Large Language Models

Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang

arXiv preprint

2024

A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation

Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo

arXiv preprint

DOI

2024

LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems

Langming Liu, Xiangyu Zhao, Chi Zhang, Jingtong Gao, Wanyu Wang, Wenqi Fan, Yiqi Wang, Ming He, Zitao Liu, Qing Li

arXiv preprint

DOI

2023

Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs

Zhihao Ding, Jieming Shi, Qing Li, Jiannong Cao

arXiv preprint

2023

Embedding in Recommender Systems: A Survey

Maolin Wang, Xinjian Zhao, Wanyu Wang, Sheng Zhang, Jiansheng Li, Bowen Yu, Binhao Wang, Shucheng Zhou, Dawei Yin, Qing Li, Ruocheng Guo, Xiangyu Zhao

arXiv preprint

2023

FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning

Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li

arXiv preprint

2021

Intent Disentanglement and Feature Self-supervision for Novel Recommendation

Tieyun Qian, Yile Liang, Qing Li, Xuan Ma, Ke Sun, Zhiyong Peng

arXiv preprint

DOI

2021

Tiansuan Constellation: An Open Research Platform

Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun

arXiv preprint

2019

Deep Adversarial Social Recommendation

Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, Qing Li

arXiv preprint

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