余静｜成都信息工程大学｜学者主页

2026

Beyond Chunk-Local Extraction: Cross-Chunk Graph Augmentation for GraphRAG

Jiaming Zhang, Yibo Zhao, Jing Yu, Jianxiang Yu, Xiang Li

arXiv preprint

2026

RecGPT-V3 Technical Report

Bowen Zheng, Chao Yi, Dian Chen, Gaoyang Guo, Han Zhu, Jiakai Tang, Jian Wu, Mao Zhang, Wen Chen, Yifan Lu, Yujie Luo, Yuning Jiang, Zhujin Gao, Bo Zheng, Chenchi Zhang, Dixuan Wang, Hao Fang, Jiancai Liu, Jing Yu, Junjun Zheng, Ke Chen, Kewei Zhu, Mengyan Li, Mingke Xu, Wenjun Yang, Xiangheng Kong, Xinming Zhang, Xunke Xi, Zile Zhou

arXiv preprint

2026

ALIEN: Analytic Latent Watermarking for Controllable Generation

Liangqi Lei, Keke Gai, Jing Yu, Qi Wu

arXiv preprint

2026

LazyMem: Retrieve Broadly, Construct Selectively for Efficient Long-Term Agent Memory

Jing Yu, Yibo Zhao, Jiaming Zhang, Xiang Li

arXiv preprint

2026

MASTraceBench: Diagnosing Collaboration Gains through Proposal Trajectories in LLM-Based Multi-Agent Systems

Yapeng Li, Songze Li, Shuang Yu, Jing Yu, Zhixin Liu, Liqiang Wen, Tonghua Su

arXiv preprint

2026

CrossCult-KIBench: A Benchmark for Cross-Cultural Knowledge Insertion in MLLMs

Zhen Zeng, Leijiang Gu, Feng Li, Jing Yu, Zenglin Shi

arXiv preprint

2026

APEX: Academic Poster Editing Agentic Expert

Chengxin Shi, Qinnan Cai, Zeyuan Chen, Long Zeng, Yibo Zhao, Jing Yu, Jianxiang Yu, Xiang Li

arXiv preprint

2026

Towards Faithful Simulation of Human Shopping Behavior

Jiakai Tang, Yan Mi, Jing Yu, Yang Zhang, See-Kiong Ng, Qi Cao, Fei Sun, Xu Chen, Wen Chen, Jian Wu, Han Zhu, Bo Zheng

arXiv preprint

2026

A Comprehensive Evaluation of LLM Reasoning: From Single-Model to Multi-Agent Paradigms

Yapeng Li, Jiakuo Yu, Zhixin Liu, Xinnan Liu, Jing Yu, Songze Li, Tonghua Su

arXiv preprint

2026

The Chase Is the Curriculum, the Capture Anchors the Credit: Pursuit-Evasion Self-Play for Zero-Data LLM Reasoning

Jing Yu, Shengchao Chen, Yiyun Tan

arXiv preprint

2026

DREAM Technical Report

Bin Zhang, Bowen Zheng, Chao Yi, Chengyu Lai, Dian Chen, Dimin Wang, Gaoyang Guo, Jialin Zhu, Jian Wu, Jing Yu, Jiuning Lin, Lingqing Zhang, Lingyun Zheng, Mao Zhang, Mingming Pan, Ruiquan Lan, Shuai Zhong, Wen Chen, Wendong Zhang, Xiaodong Zhu, Xuan Chen, Xunke Xi, Yifan Lu, Yiheng Wang, Yue Zeng, Yujie Luo, Yuning Jiang, Zhe Hu, Zhibo Xiao, Zihong Huang, Binbin Cao, Bo Zheng, Danning Wang, Dixuan Wang, Ge Fan, Haixia Wu, Han Zhu, Hao Fang, Haoming Chen, Huiping Chu, Jian Wang, Jianjun Wu, Jiawei Wu, Jiaxin Yu, Jingwen Liu, Jinzhe Shan, Kai Meng, Kai Zhang, Keqin Xu, Kewei Zhu, Lang Tian, Leihui Chen, Li Chen, Licheng Xu, Lide Xiao, Ruitong Zhang, Shiyao Peng, Silu Zhou, Tao Wang, Wei Shi, Wenjun Yang, Xiang Chen, Xiang Gao, Xiao Ren, Xu Liu, Xuwen Wang, Yang Li, Yeqiu Yang, Yi Hu, Yichen Yuan, Yinnan Song, Yipeng Yu, Yuan Liu, Yunqi Gao, Zhiliang Huang, Zhujin Gao, Zongyuan Wu

arXiv preprint

2025

Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization

Jing Yu, Yibo Zhao, Jiapeng Zhu, Wenming Shao, Bo Pang, Zhao Zhang, Xiang Li

arXiv preprint

2025

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models

Jing Yu, Yuqi Tang, Kehua Feng, Mingyang Rao, Lei Liang, Zhiqiang Zhang, Mengshu Sun, Wen Zhang, Qiang Zhang, Keyan Ding, Huajun Chen

arXiv preprint

2025

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

Keyan Ding, Jing Yu, Junjie Huang, Yuchen Yang, Qiang Zhang, Huajun Chen

arXiv preprint

2025

WanJuanSiLu: A High-Quality Open-Source Webtext Dataset for Low-Resource Languages

Jia Yu, Fei Yuan, Rui Min, Jing Yu, Pei Chu, Jiayang Li, Wei Li, Ruijie Zhang, Zhenxiang Li, Zhifei Ren, Dong Zheng, Wenjian Zhang, Yan Teng, Lingyu Meng, ZhenJiang Jin, Jiantao Qiu, ShaSha Wang, Zhongying Tu, Dahua Lin, Yu Wang, Yu Qiao, Yanfeng Wang, Conghui He

arXiv preprint

2025

Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training

Jiahui Peng, Xinlin Zhuang, Jiantao Qiu, Ren Ma, Jing Yu, He Zhu, Conghui He

arXiv preprint

2025

LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation

Keke Gai, Haochen Liang, Jing Yu, Liehuang Zhu, Dusit Niyato

arXiv preprint

2025

PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility

Keke Gai, Ziyue Shen, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2025

AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection

Jianbo Gao, Keke Gai, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2025

Vertical Federated Continual Learning via Evolving Prototype Knowledge

Shuo Wang, Keke Gai, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2025

Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai, Jiamin Zhuang, Gang Xiong, Gaopeng Gou, Qi Wu

arXiv preprint

2025

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration

Zhimin Wang, Duo Wu, Shaokang He, Jinghe Wang, Linjia Kang, Jing Yu, Kai Zhu, Jiawei Li, Zhi Wang

arXiv preprint

2025

OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases

Yongrui Chen, Zhiqiang Liu, Jing Yu, Lin Ren, Nan Hu, Xinbang Dai, Jiajun Liu, Jiazhen Kang, Shenyu Zhang, Xinda Wang, Keyan Ding, Pengfei Shen, Haolei Zhu, Hongjie Deng, Yisong Wang, Tongtong Wu, Sheng Bi, Wen Zhang, Tianxing Wu, Qiu Ji, Haofen Wang, Wenliang Chen, Huajun Chen, Guilin Qi

arXiv preprint

2025

Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks

Keke Gai, Mohan Wang, Jing Yu, Dongjue Wang, Qi Wu

arXiv preprint

2025

ClinDEF: A Dynamic Evaluation Framework for Large Language Models in Clinical Reasoning

Yuqi Tang, Jing Yu, Zichang Su, Kehua Feng, Zhihui Zhu, Libin Wang, Lei Liang, Qiang Zhang, Keyan Ding, Huajun Chen

arXiv preprint

2025

Trajectory-Aware Information Matching for Multi-Step Gradient Inversion in Federated Learning

Li Xia, Jing Yu, Zheng Liu, Sili Huang, Wei Tang, Xuan Liu

arXiv preprint

2025

A Vision-Language Pre-training Model-Guided Approach for Mitigating Backdoor Attacks in Federated Learning

Keke Gai, Dongjue Wang, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2025

SLVC-DIDA: Signature-less Verifiable Credential-based Issuer-hiding and Multi-party Authentication for Decentralized Identity

Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu, Bin Xiao

arXiv preprint

2025

Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios

Liangqi Lei, Keke Gai, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2024

Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai, Jiamin Zhuang, Gaopeng Gou, Gang Xiong, Qi Wu

arXiv preprint

2024

A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model

Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu

arXiv preprint

2024

Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning

Xiangyan Qu, Jing Yu, Keke Gai, Jiamin Zhuang, Yuanmin Tang, Gang Xiong, Gaopeng Gou, Qi Wu

arXiv preprint

2024

Scientific Large Language Models: A Survey on Biological & Chemical Domains

Qiang Zhang, Keyang Ding, Tianwen Lyv, Xinda Wang, Qingyu Yin, Yiwen Zhang, Jing Yu, Yuhao Wang, Xiaotong Li, Zhuoyi Xiang, Kehua Feng, Xiang Zhuang, Zeyuan Wang, Ming Qin, Mengyao Zhang, Jinlu Zhang, Jiyu Cui, Tao Huang, Pengju Yan, Renjun Xu, Hongyang Chen, Xiaolin Li, Xiaohui Fan, Huabin Xing, Huajun Chen

arXiv preprint

2024

Watermarking Visual Concepts for Diffusion Models

Liangqi Lei, Keke Gai, Jing Yu, Liehuang Zhu, Qi Wu

arXiv preprint

2024

Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning

Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu

arXiv preprint

2024

IIU: Independent Inference Units for Knowledge-based Visual Question Answering

Yili Li, Jing Yu, Keke Gai, Gang Xiong

arXiv preprint

2024

T2VIndexer: A Generative Video Indexer for Efficient Text-Video Retrieval

Yili Li, Jing Yu, Keke Gai, Bang Liu, Gang Xiong, Qi Wu

arXiv preprint

DOI

2024

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval

Yuanmin Tang, Xiaoting Qin, Jue Zhang, Jing Yu, Gaopeng Gou, Gang Xiong, Qingwei Ling, Saravan Rajmohan, Dongmei Zhang, Qi Wu

arXiv preprint

2024

DiffuseTrace: A Transparent and Flexible Watermarking Scheme for Latent Diffusion Model

Liangqi Lei, Keke Gai, Jing Yu, Liehuang Zhu

arXiv preprint

2023

Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search

Yuanmin Tang, Jing Yu, Keke Gai, Yujing Wang, Yue Hu, Gang Xiong, Qi Wu

arXiv preprint

2023

Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment

Jiamin Zhuang, Jing Yu, Yang Ding, Xiangyan Qu, Yue Hu

arXiv preprint

DOI

2023

EASTER: Embedding Aggregation-based Heterogeneous Models Training in Vertical Federated Learning

Shuo Wang, Keke Gai, Jing Yu, Liehuang Zhu, Kim-Kwang Raymond Choo, Bin Xiao

arXiv preprint

DOI

2023

Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service

Yuanmin Tang, Jing Yu, Keke Gai, Xiangyan Qu, Yue Hu, Gang Xiong, Qi Wu

arXiv preprint

2023

Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai, Jiamin Zhuang, Gang Xiong, Yue Hu, Qi Wu

arXiv preprint

2022

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering

Yang Ding, Jing Yu, Bang Liu, Yue Hu, Mingxin Cui, Qi Wu

arXiv preprint

2021

MCR-Net: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension

Wei Peng, Yue Hu, Jing Yu, Luxi Xing, Yuqiang Xie, Zihao Zhu, Yajing Sun

arXiv preprint

2021

Coarse-to-Careful: Seeking Semantic-related Knowledge for Open-domain Commonsense Question Answering

Luxi Xing, Yue Hu, Jing Yu, Yuqiang Xie, Wei Peng

arXiv preprint

2020

DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu

arXiv preprint

2020

Bi-directional Cognitive Thinking Network for Machine Reading Comprehension

Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun, Xiangpeng Wei

arXiv preprint

2020

CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

Jing Yu, Yuan Chai, Yujing Wang, Yue Hu, Qi Wu

arXiv preprint

2020

KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue

Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu

arXiv preprint

2020

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu

arXiv preprint

2020

Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering

Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan

arXiv preprint

DOI

2019

DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu

arXiv preprint

2018

Semantic Modeling of Textual Relationships in Cross-Modal Retrieval

Jing Yu, Chenghao Yang, Zengchang Qin, Zhuoqian Yang, Yue Hu, Weifeng Zhang

arXiv preprint

2018

Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval

Jing Yu, Yuhang Lu, Zengchang Qin, Yanbing Liu, Jianlong Tan, Li Guo, Weifeng Zhang

arXiv preprint

2018

Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering

Zhuoqian Yang, Zengchang Qin, Jing Yu, Yue Hu

arXiv preprint

精选作品

期刊论文

AI创新社区：智能时代美国卓越工程创新人才培育的新空间

工科研究生拔尖创业人才培养：时代动因、国际实践与本土进路

#YouAreWelcomeHere? The two faces of American higher education toward Chinese international students

Navigating Uncertainty: Chinese International Students' Decision-Making and Coping Strategies in Response to Trump's Return

Constructing an ideal class to facilitate high learning engagement, performance, and affective commitments: a new blended learning model

企业参与工科拔尖创新人才培养：角色衍变与行动策略——基于对北欧三国工业博士项目的考察

卓越工程师素养的校企认知间隙与弥合

I Don't Think It Can Solve Any Problems: Chinese International Students' Perceptions of Racial Justice Movements During COVID-19

Chinese international students' perspectives on Asian Americans in the US racial hierarchy

高等职业教育科教融汇机制研究

数字化转型视阈下新型职业农民培育：角色调适、作用机理与实践路径

What Has COVID-19 Taught Us: Advancing Chinese International Student-Related Research, Policies, and Practices Through Critical Race Perspectives

Understanding Chinese international students in the U.S. in Times of the COVID-19 crisis: from a Chinese discourse studies perspective

高职院校高水平专业群的组群逻辑

本科层次职业教育发展的基本逻辑、他国经验及本土化路径选择

The racial learning of Chinese international students in the US: a transnational perspective

德国"双元制"大学的运行逻辑、机制与启示

我国技能型社会建设的时代背景、价值追求与实施路径

Lost in Lockdown: The Impact of COVID-19 on Chinese International Student Mobility in the US

通识教育课程的领导与管理——哈佛大学和MIT的经验与启示

预印本

Beyond Chunk-Local Extraction: Cross-Chunk Graph Augmentation for GraphRAG

RecGPT-V3 Technical Report

ALIEN: Analytic Latent Watermarking for Controllable Generation

LazyMem: Retrieve Broadly, Construct Selectively for Efficient Long-Term Agent Memory

MASTraceBench: Diagnosing Collaboration Gains through Proposal Trajectories in LLM-Based Multi-Agent Systems

CrossCult-KIBench: A Benchmark for Cross-Cultural Knowledge Insertion in MLLMs

APEX: Academic Poster Editing Agentic Expert

Towards Faithful Simulation of Human Shopping Behavior

A Comprehensive Evaluation of LLM Reasoning: From Single-Model to Multi-Agent Paradigms

The Chase Is the Curriculum, the Capture Anchors the Credit: Pursuit-Evasion Self-Play for Zero-Data LLM Reasoning

DREAM Technical Report

Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

WanJuanSiLu: A High-Quality Open-Source Webtext Dataset for Low-Resource Languages

Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training

LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation

PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility

AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection

Vertical Federated Continual Learning via Evolving Prototype Knowledge

Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration

OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases

Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks

ClinDEF: A Dynamic Evaluation Framework for Large Language Models in Clinical Reasoning

Trajectory-Aware Information Matching for Multi-Step Gradient Inversion in Federated Learning

A Vision-Language Pre-training Model-Guided Approach for Mitigating Backdoor Attacks in Federated Learning

SLVC-DIDA: Signature-less Verifiable Credential-based Issuer-hiding and Multi-party Authentication for Decentralized Identity

Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios

Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image Retrieval

A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model

Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning

Scientific Large Language Models: A Survey on Biological & Chemical Domains

Watermarking Visual Concepts for Diffusion Models

Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning

IIU: Independent Inference Units for Knowledge-based Visual Question Answering

T2VIndexer: A Generative Video Indexer for Efficient Text-Video Retrieval

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval

DiffuseTrace: A Transparent and Flexible Watermarking Scheme for Latent Diffusion Model

Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search

Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment

EASTER: Embedding Aggregation-based Heterogeneous Models Training in Vertical Federated Learning

Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service

Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering

MCR-Net: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension

Coarse-to-Careful: Seeking Semantic-related Knowledge for Open-domain Commonsense Question Answering

DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Bi-directional Cognitive Thinking Network for Machine Reading Comprehension

CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering

DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Semantic Modeling of Textual Relationships in Cross-Modal Retrieval

Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval

Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering