Updated on July 16, 2025

Session 1.1

11:00-12:30, Aug 5 @Theater 1+2+6

266 | DKCER-Agent: Lightweight and Efficient KNN-Enhanced Dynamic Context Optimization for Stepwise Retrieval Augmented Generation

Xueying Liu, Jing Yun, Bo Li, Yuying Zhang and Xiaoguo Shi

277 | Robust AI-Synthesized Image Detection via Multi-feature Frequency-aware Learning

Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu and Peng Gui

299 | StressSentry-FHE: A Transformer-based Privacy-Preserving Framework for Stress Detection Using Quantized Attention

Jichao Xiong, Jiageng Chen, Junyu Lin, Dian Jiao, Chunhua Su and Weizhi Meng

157 | FATFI: A Framework to Generate Adversarial Traffic with Feature Interpretability

Yikang Wang, Weina Niu, Dujuan Gu, Qingjun Yuan, Jiacheng Gong, Shuangqi Gan, Xin Lin and Xiaosong Zhang

219 | Evaluating LLMs for Multi-label Text Classification

Mengqi Wang and Ming Liu

 

Session 1.2

11:00-12:30, Aug 5 @Lotus

349 | BackdoorHunter: Poisoned Training Data Removal via Contrastive Responses under Pruned Models

Rixi Liang, Shuai Zhou, Mingxu Zhu, Chi Liu and Minfeng Qi

100 | Privacy-Preserving Exact Closest Vertex Queries on Encrypted Attributed Knowledge Graphs

Weixiao Wang, Qing Fan, Yajie Wang, Chuan Zhang and Liehuang Zhu

118 | TIEBN: An Eigenvalue-Driven Blockchain Network for Anomaly Detection

Grace Mupoyi Ntuala, Gao Jianbin, Qi Xia, Patrick Mukala, Ansu Badjie, Deo Godfred and Hu Xia

225 | Generating Feedback for School Students Essay with Large Language Models

Dan Zhang, Thuong Hoang, Ye Zhu, Rui Wang and Paula Crouch

329 | Blockchain-Enhanced Copyright Protection for Fashion Industry: A DBAE-Net Based and Traceable Image Similarity Detection Scheme

Zheng Dong, Huijie Yang, Jingang Li and Jian Shen

 

Session 1.3

11:00-12:30, Aug 5 @Tulip

37 | FedBCE: Rethinking Clustered Federated Learning for Better Clustering Efficiency

Huaibin Ye, Jianping Cai, Jiechao Gao, Zuobin Ying and Ximeng Liu

173 | Enhancing Pruning Efficiency via Maximum Prunable Channel Selection in Tiny Object Detection

Yaxuan Hu

76 | A Multimodal Feature Fusion Method for Analyzing Children's Interests

Guangjie Chang, Pengfei Wang, Xiugang Gong, Yikang Liu and Zhihui Dong

38 | Carbon Market Price Prediction Method Based on Multi-feature Fusion and Deep Learning

Yiyi He, Shouyi Chen, Chung-Lun Wei and Chiawei Chu

200 | CertBA: a Decentralized Authentication Scheme via Blockchain and Dynamic Cryptographic Accumulator

Huiying Zhang, Wei Ren and Wenmao Liu

 

Session 1.4

11:00-12:30, Aug 5 @Orchid

285 | Community Detection Attack Based on Balanced Budget Allocation

Panmiao Xue, Haipeng Yang, Fuwu Liu, Zhi Chen, Lili Zhou, Xuanhao Su and Lei Zhang

197 | Tree-based Approach for Time-independent Diffusion Network Inference

Weikai Jing, Yuchen Wang, Chao Gao, Kefeng Fan, Hailong Cheng, Zhijie Shen and Zhen Wang

152 | FATDyG: A Dynamic Network Link Prediction Framework for Time, Space, and Frequency Awareness

Rong Qian, Zihao Wang, Yuchen Zhou and Yuyi Tian

221 | Differentially Private Graph Data Publishing via Feature-based Community Detection

Zhisong Mo, Wen Huang, Weixin Zhao, Mingxuan Jia, Xinrui Li, Zhishuo Zhang and Jian Peng

246 | Ant Colony Sampling with Mixture of Experts for Combinatorial Optimization

Renjie Wang, Helan Liang and Fanzhang Li

 

Session 1.5

11:00-12:30, Aug 5 @Jasmine

250 | KAD: Based on the Kolmogorov-Arnold formula’s Nonlinear Dynamic Channel Weights module

Yuwen Xiang and Wenjian Liu

49 | Personalized learning resource recommendation framework based on knowledge graph and large language model

Jianguo Chen and Tongyu Zhu

354 | GSC-SAGE: A Generative Subgraph Contrastive Framework for Encrypted Traffic Detection

Hongyuan Cheng, Zhizhang Yan, Weixiang Jiang, Dexin Zhu, Langyu Chen and Weizhe Chen

10 | Diffusion model-based multi-scale feature and timing consistency enhancement for ECG signal generation

Yuan Wang, Yu Weng and Wenjian Liu

242 | Solving the Problem of Task Offloading in Heterogeneous Edge Computing Environments Using Deep Q-Networks and Attention Mechanisms

Liu Huifeng, Zhang Hu, Jintao Li, Minghao Shao and Hongyu Xu

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Session 2.1

15:30-17:00, Aug 5 @Theater 1+2+6

212 | Label Inference Attacks against Federated Unlearning

Wei Wang, Xiangyun Tang, Yajie Wang, Yijing Lin, Tao Zhang, Meng Shen, Dusit Niyato and Liehuang Zhu

85 | A Trusted Federated Learning Scheme for Distributed GAN Model Training

Jinge Ma, Zixuan Wang, Mingke Chen, Wei Ren and Xianghan Zheng

5 | Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks

Wenhan Dong, Chao Lin, Xinlei He, Xinyi Huang and Shengmin Xu

88 | Deep Reinforcement Learning-Based Client Selection and Secure Aggregation for Federated Learning

Qiuhao Xu, Chen Wang and Jian Shen

169 | FusionMIA: Enhancing Membership Inference Attacks with Spy Clients and Shadow Models in Federated Learning

Xiang Lan, Jiayin Li, Zuobin Ying, Xingshuo Han and Shengmin Xu

【Updated】331 | Mixture of Experts Enhanced Heterogeneous Graph Transformer
Qiheng Mao and Jianling Sun

 

Session 2.2 ADSPP

15:30-17:00, Aug 5 @Lotus

75 | Research on CAN Bus Intrusion Detection Method Based on Feature Fusion of Fourier Transform and Wavelet Transform

Zixin Liu, Xiangsen Sun and Daohua Liu

79 | Research on Intelligent Classification Algorithm for Attack Detection Based on Pre-trained Fusion Network with Bimodal Features

Maoli Wang, Xiangsen Sun and Weidong Guo

141 | Research on the Mechanism of Privacy-Enhanced Cross-Institutional Data Sharing

Xiaoliang Wang, Wei Xiao, Nan Liu, Kaile Xiao, Zhipeng Gao, Yang Yang and Yu Wang

191 | A Survey on Malware Analysis with Large Language Models

Wenjie Guo, Haoyuan Wen, Lingming Kong, Jingfeng Xue, Jingjing Hu and Weijie Han

194 | A Federated Learning Approach for Malware Detection in Data Heterogeneous Environments

Haoyuan Wen, Jingfeng Xue, Wenjie Guo, Liuting Wang and Wenbiao Du

317 | An Active Defense Scheme Integrating Traffic Anomaly Detection and Dynamic Key Update

Xinyi Luo, Jiayi Xu, Yifan Gao and Yi Wu

 

Session 2.3 WAIS and TDKFPA

15:30-17:00, Aug 5 @Tulip

346 | Detection Method for Prompt Injection by Integrating Pre-trained Model and Heuristic Feature Engineering

Yi Ji, Runzhi Li and Baolei Mao

80 | A Comprehensive Survey on White-Box Security Threats for Large Language Models

Wenbiao Du, Tengfei Yang, Zhihan Sun, Xiuqi Yang, Zeyang Liu and Jingfeng Xue

91 | FCA_XLNet_BiGRU Multi-Task Framework for Darknet Transactions

Dong Wang, Jun Zhu and Peng Wu

99 | Seaformer: An Adaptive forecasting Framework for Multi-source Heterogeneous Ocean Observation Data

Yingdi Xu, Xiang Li, Lu Wu, Xiaoning Wang, Zhigang Zhao and Jian Zhang

255 | Hybrid Kolmogorov-Arnold and Graph Attention Networks for Gold Price Forecasting under Uncertainty

 

Session 2.4 TKMB

15:30-17:00, Aug 5 @Orchid

172 | Knowledge-Driven Superpixel Shortest Path Optimization for Image Stitching

Renping Xie, Chenxi Pang and Ming Tao

186 | Edge-Knowledge-Driven Smoke Removal Based on Infrared and Visible Image Fusion

Hengye Xu, Renping Xie and Ming Tao

218 | HDRIU-B:Hierarchical Data Rights Confirmation and Incremental Update Mechanism Based on NFT and SBT in Blockchain

Sudan Hu, Zening Zhao and Hongwei Zhang

241 | A Blockchain Transaction Tracking Method Based on Dynamic Graph Link Prediction

Chi Jiang, Jinglin Wang, Manhua Shi, Ke Zhang and Yin Zhang

259 | Online-Learning based Task Scheduling in Industrial Internet-of-Things: Tackling Resource Skew with Dynamic Optimization

Jian Zhang, Xueqiang Li, Qunjian Chen and Ming Tao

 

Session 2.5

15:30-17:00, Aug 5 @Jasmine

7 | Masked Aggregation Learning for Enhancing Distributed Gradient Boosting Decision Trees

Yuting Zha, Chao Lin, Xinyi Huang and Dugang Liu

116 | DeNoiseFood dataset with ECAMixDNet: an efficient denoising framework for complex textured food images

Xin Yuan, Yonghui Chen, Fupan Wang, Ruiying Wang and Weijie Tang

327 | Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration

Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Li, Liwen Yu, Sihan Ouyang and Zongyuan Ge

238 | Verifiable fine-grained federated unlearning

Yong Wang, Guangyu Peng, Xueli Nie and Bruce Gu

267 | MCC: Multi-level Feature and Context-aware Attention Mechanism with Consistent Distributions for Recipe Retrieval

Kaihao Wang, Hangrui Xu and Jian Liu

 

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Poster Session

17:00-18:00, Aug 5 @Foyer

12 HGC: A Hybrid Method Combining Gravity Model and Cycle Structure for Identifying Influential Spreaders in Complex Networks

Jiaxun Li, Yonghou He, Zhefan Dong and Li Tao

33 Code Refactoring with ChatGPT: Analysis Based on Real and Synthetic Extract Method Opportunities

Ally Nyamawe and Estomii Edward

86 A Robust Data Watermarking Method Based on Secret Sharing and GAN for Digital Elevation Model

Jinge Ma, Jia Duan, Xi Liu, Wei Ren and Xianghan Zheng

122 MOAT: Federated Learning-Based Method for Improved Detection of IoT Botnets

Yangzong Zhang, Wenjian Liu, Bin Shi and Tianqing Zhu

181 In-context Contrastive Learning for Temporal Knowledge Graph Reasoning

Xingyi Li, Jiapeng Wang, Boyuan Jia, Yiheng Lyu, Xiang Cheng and Sen Su

245 Emotion-Aware Knowledge Tracing: Enhancing Student Performance Prediction with Multi-Head Emotional Attention and Dynamic Gating

Lijing Tong, Xingjian Xu, Fanjun Meng and Yan Gou

28 Mask-guided Visual Text Transformer for Radiology Reports Representation Learning

Jiazheng Sun and Xiaoyan Cai

44 Metric Embedding Initialization-Based Differentially Private and Explainable Graph Clustering

Haochen You and Baojing Liu

45 MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning

Haochen You and Baojing Liu

52 MTCA-ViT: Multi-modal Temporal Contrastive Vision Transformer for Depression Detection

Liangguo Wang, Yuxuan Wu, Jiaqian Wu and Tursun Eziz

54 SGCoT:Self-Generating Chain-of-Thought for Discipline Classification

Peng Yu, Faren Yan and Xin Chen

89 Learning Interaction-Aware and Neighborhood Semantic-Enhanced Embedding for Link Prediction

Zhen Ren, Fei Pu, Bailin Yang, Siyuan Wang and Lirong Cheng

94 PromptPilot: Autonomous Prompt Optimization via Genetic Particle Filtering and Dynamic Exploration

Jie Wang and Jiaye Wang

96 A Unified Computation Framework of Lattices in Hierarchical Data Analysis

Wen Shang, Jingwen Xu, Jinguo You, Kang Wu, Xingrui Huang and Jialin Xu

110 Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM

Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng and Jing Ke

126 Multi-scale Masked Transformer for Robust Point Cloud Registration

Taihao Zhang, Longxiang Gao, Youyang Qu, Zonghao Ji and Rong Liu

131 Expert Data - assisted Diagnosis: An INFO - iTransformer - XGBoost Combined Discriminative System for Prenatal Diagnosis of Fetal Congenital Heart Disease

Runze Liu, Yingying Zhang, Hao Sheng, Yihua He and Haogang Zhu

143 Temporal Knowledge Graph Reasoning Based on Historical Statistical Reward Mechanism

Cao Jian Long, Wang Changlong, Li Yawei, Liu Yi, Hu Yaoyao, Hu Jie, Guo Wenzheng and Cao Xiaopan

189 Optimized DFA-based URL Filtering for P4 Programmable Switches

Hongfei Zhang, Jie Li, Yike Zhao, Shu Li, Zhongyi Zhang, Kedong Liu and Qingyun Liu

201 Improving Mongolian-Chinese Translation Quality using Noise-Enhanced mBART

Bailun Wang, Yatu Ji and Nier Wu

205 RMNS: Robust Hyper-Relational Link Prediction Model Based on Multi-Level Negative Sampling

Xikai Ke, Wei Hu, Fang Liu, Ming Jiang and Zhehao Hou

209 HG-GIN: Double layer attention graph isomorphism network based on hybrid neighborhood

Jiahao Gu, Wei Hu, Fang Liu, Min Jiang and Jingyong Du

217 Matching Ancient Dunhuang Manuscripts Based on Multi-dimensional Feature Fusion

Yanping Xiang, Jiaqi Dai, Mingkun Chen, Teer Song, Yutong Zheng and Xuan Liu

220 FedDYS: Federated Learning Based on Local Regularization against Data Heterogeneity

Jiao Xue and Chundong Wang

222 NexaFusion: Integrating Multi-team Collaboration for High-Impact Outcomes

Lele Shen, Hui Wang, Minghao Yu, Jie Ma, Yulong Fan and Han Wang

258 Comprehensive Evaluation of Large Language Model Responses : A Multi-Factor Scoring System

Yiming Gai, Junde Lu, Xuefei Huang and Ying Li

261 Service Area Vehicle Flow Prediction Model for Highway Service Areas Based on Gravity Model Quadratic Assignment

Feng Xu, Lai Meng, Yichu Dai, Zhengdong Fei, Canghong Jin and Lina Wei

278 CombDE: Direct-Distillation combined with Self-Distillation for Knowledge Graph Embeddings

Chen Yusi, Hongtao Zhou and Housheng Su

302 Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction

Zhoujie Xu, Meng Dai, Qing Zhang and Huawen Liu

323 Comparing large language model-based prompt engineering strategies with feature engineering strategies for complex word identification

Tonghui Han, Yaxin Bi, Maurice Mulvenna and Xiaolu Liu

15 DARIS: Dynamic Adaptive Refinement of Interaction Sequence for Sequential Recommendation

Wenxu Zhao, Yuheng Wu, Danhui Shi, Yongkang Li, Xingyu Zhu and Xiaona Xia

335 Constrained Multi-agent Reinforcement Learning Approach on Wireless Charging Scheduling

Yingjun Liu, Fuchun Liu and Hongzhen Zhu

342 A Dual-Module System Design and Application for Digital Payment Fraud Detection

Yingxin Hong, Qingqing Ren, Shijie Cao and Hualing Liu

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Session 3.1

11:00-12:30, Aug 6 @Theater 1+2+6

167 | Hierarchical Data Protection Based on Homomorphic Encryption Algorithm

Jia Zhao, Yanchun Wang, Wenhao Leng, Yaqin Chu, Zhouhan Chen, Yuqing Sang, Feng Yi and Wenjia Niu

53 | Graph Representation-aware Online Aggregations over Knowledge Graph

Jingyi Qiu, Aibo Song, Tongwei Liu, Tianbo Zhang, Yongjian Wang and Kun Zhao

59 | Multi-Sensor Fusion Framework for HAR: Integrating Time-Frequency Features and Self-Supervised Learning

Xiang Wu and Wei Zhang

279 | Context-aware Spatiotemporal Graph Attention Network for Next POI Recommendation

Qiuhan Han, Qian Wang, Atsushi Yoshikawa and Masayuki Yamamura

 

Session 3.2

11:00-12:30, Aug 6 @Lotus

171 | MCAN-BIFT: An IIoT Intrusion Detection System Integrating Multi-Scale Feature Enhancement and Transformer

Conglong Wang, Yong Wang and Jianhua Liu

147 | GraphRAG-KM: An Automated Framework for Transforming Industrial Documents into Ontology and Conceptual Models

Duyun Wang, Peilin Han, Shmuel Tyszberowicz, Mingyue Zhang and Bo Liu

168 | CGM: Intrusion Detection Based on a Multi-Head Attention Optimization Model

Siyao Li, Yong Wang and Zhen Wang

308 | MatSciES: Automated Knowledge Extraction and Summarization from Materials Science Literature with Large Language Models

Jialin Xu, Jinguo You, Chuhan Zhang, Huaze Huang, Jingmei Tao and Jianhong Yi

314 | IR-SDTNet: an infrared small target detection network based on denoising enhancement

Mengdi Sun, Xiao Yu, Linyi Hou, Huanhuan Li and Xiaoyu Li

 

Session 3.3

11:00-12:30, Aug 6 @Tulip

322 | CoTSentry: Advanced Network Attack Detection with Chain-of-Thought Reasoning

Qi He, Congcong Zhu and Minglu Zhu

348 | Dynamic Weighted Consensus Framework for LLM Multi-Agent Debate

Yi Li, Congcong Zhu and Minglu Zhu

321 | ACL:Adaptive Chunking of Large Language Models for Efficient Inference on Automotive Edge Devices

Kangsheng Wang, Tianxiang Xu, Chengwei Ye, Huanzhen Zhang, Linuo Xu and Shuyan Liu

120 | Enhanced Knowledge Tracing via Imputing Knowledge States

Songtao Cai and Li Li

204 | DynaKiteQuery: Top-k Closest-Vertex Queries on Dynamic Attributed Knowledge Graphs

Qing Fan, Weixiao Wang, Yajie Wang, Hui Xie, Yudi Zhang and Liehuang Zhu

 

Session 3.4

11:00-12:30, Aug 6 @Orchid

347 | Do Domain-Specific LLMs Keep Secrets? An Empirical Study of Privacy Risks and Membership Inference Attacks

Weicheng Xing, Jenny Wang, Jiage Feng and Bo Liu

57 | The REGEN model, a LLM-based integrated framework of retrieval and QA generation from plain texts on international freight domain

Guangqing Ouyang, Shusi Yu, Peng Wu, Rong Xiao and Jingbao Luo

295 | EntiFA: Entity-based Fine-grained Adaptation for Knowledge Enhancement in Large Language Models

Dengkang Qin and Zheng Chen

350 | Can LLMs Assist Computer Education? an Empirical Case Study of DeepSeek

Dongfu Xiao, Chen Gao, Luo Zhengquan, Chi Liu and Sheng Shen

236 | TRIAD: A Tool-Responsive Instruction-Aligned framework for domain-specific problem solving

Duo Zhang and Yuxia Cheng

 

Session 3.5

11:00-12:30, Aug 6 @Jasmine

231 | LVLM-FDA: Protecting Large Vision-language models via Fast Detection of Malicious Attempts

Boxu Chen, Chaoyi Wang, Le Yang, Ziwei Zheng, Cong Wang, Qian Wang and Chao Shen

69 | SoMORE: Social Context-aware MLLM for Video Character Search

Xin Kou, Wenjun Peng and Tong Xu

93 | DynamicFedPEFT: Efficient fine-tuning of dynamic federated parameters for large language models

Xiaorui Luo, Chi Jiang, Shuai Wang and Yin Zhang

98 | Adaptive Retrieval Enhancement for Open-Domain Question Answering

Lulu Lin and Xiao Zhu

128 | Enhancing Legal Judgment Prediction in LLMs via Legal Norms Integration

Han Dai, Wenwen Zhao and Li Li

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Session 4.1

15:30-17:00, Aug 6 @Theater 1+2+6

149 | MPN: Leveraging Multilingual Patch Neuron for Cross-lingual Model Editing

Nianwen Si, Heyu Chang, Wenlin Zhang and Wei-Qiang Zhang

352 | The Evaluation of Parameter-agnostic Unlearning Mechanisms on Prevailing Large Language Models

Zihan Xie, Lefeng Zhang and Minfeng Qi

29 | Node Centrality Approximation in Complex Networks via Inductive Graph Neural Networks

Yiwei Zou, Ting Li, Tao Zhang and Zong-Fu Luo

127 | Resisting Catastrophic Recall: Persistent Unlearning via Knowledge Distillation with Feature Suppression

Zonghao Ji, Youyang Qu, Longxiang Gao and Taihao Zhang

140 | Geo-DETR: Geographical Map Detection Based on Multi-Stage Gradient Feature Fusion

Yan Xu, Chuantao Li, Zhenqiang Zhang, Liting Geng, Yue Liu, Chunxiao Wang, Zhigang Zhao and Jialiang Lv

 

Session 4.2

15:30-17:00, Aug 6 @Lotus

106 | Multimodal Sentiment Analysis with Modality-Robust and -Biased Representations and Distance-aware Contrastive Learning

Lang Shen, Qifei Zhang, Wenjuan Li, Minfeng Lu and Xiubo Liang

206 | A Multimodal Fusion Framework employing Full-stage Attention for Survival Prediction

Aolei Liu, Junkang Guo, Yuhang Wang, Jian Liu, Huiyuan Tian, Tao Qin, Hangrui Xu and Haiyan Wei

247 | MSCAN: Multi-Scale Context-Aware Network for Multivariate Long-Term Forecasting

Te Xue, Yuanfei Deng, Shun Mao, Weixing Wang and Meiman Li

271 | PAformer: Transformer with Learnable Period Detection and Periodic Attention for Multivariate Time Series

Meng Wan, Huan Hao, Yuxuan Bi, Jue Wang, Fang Liu, Qi Su, Xueyan Wei, Peng Shi, Yangang Wang, Shulong Wang and Helian Wu

300 | Dual Attention Transformer with Multi-scale Perception for Multivariate Time Series Forecasting

Fengjie Li, Peng Wu, Mingyu Zhang, Miao Wang and Hong Zhang

 

Session 4.3

15:30-17:00, Aug 6 @Tulip

351 | A Large Language Model Agent-Guided Multi-Agent System for Adaptive Traffic Signal Control

Minglu Zhu and Congcong Zhu

251 | Decoupled Dynamic Spatio-Temporal Neural Radiance Fields for Enhanced 3D Scene Synthesis

Yitong Kong and Yongde Guo

23 | Noise-Resistant Federated Open Set Recognition

Han Gao, Liu Yang, Zixuan Qin and Ou Wu

326 | Scale Margin Loss for Object Detection

Yuxuan Cheng, Yanjun Zhang, Leo Yu Zhang, Donglong Chen and Yuming Fang

 

Session 4.4

15:30-17:00, Aug 6 @Orchid

150 | AD^2-pFed: Personalized Federated Learning Based on Adaptive Bilateral Distillation with Diffusion Models

Zhenhao Wang, Xin Wang, Yongwei Tang, Dongrun Li, Ming Yang and Xiaoming Wu

39 | MMtuning: An Advanced Multi-Adapter Framework for Efficient Multimodal Large Language Models Fine-Tuning

Li Qiao, Haowen Wang, Kazunori Sugiura and Keren Liu

161 | FedMP: A Multi-Prototype Heterogeneous Federated Learning Framework

Huanhuan Chi, Yu Peng, Zhenni Liu and Ping Xiong

344 | Adaptive Capsule Graph Neural Network with Attention Mechanism for Parathyroid Glands Detection

Wanling Liu, Wenhuan Lu, Fei Chen, Jianping Cai, Bo Wang and Wenxin Zhao

 

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Session 4.5

15:30-17:00, Aug 6 @Jasmine

95 | Explainable Recommendation Using Global Preference Paths on Knowledge Graph

Yuanming Zhang, Yongbiao Lou, Xiangyou Chen, Jie Dong, Haixia Long and Fei Gao

136 | Leveraging Language Model and Knowledge Tracing for Personalized Question Generation

Zhongwei Yin, Li Li, Xiaofei Xu, Yao Li and Hao Zhou

283 | From Thinking to Output: Chain-of-Thought and Text Generation Characteristics in Reasoning Language Models

Junhao Liu, Zhenhao Xu, Yuxin Fang, Yichuan Chen and Wenhan Chang

301 | Parallel FHE-Based Neural Network Inference with Knowledge Distillation for Efficient Privacy-Preserving Image Classification

Dian Jiao, Junyu Lin, Jiageng Chen, Jichao Xiong, Weizhi Meng and Chunhua Su

 

Poster Session

17:00-18:00, Aug 6 @Foyer

32 PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation

Linhan Xia, Mingzhan Yang, Guohui Yuan, Shengnan Tao, Yujing Qiu, Guo Yu and Kai Lei

34 Global Discovery: A Global Graph-RAG Approach for Query-Focused Multimodal Summarization Across Multiple PDF Papers

Chenhan Fu, Guoming Wang, Rongxing Lu and Siliang Tang

198 M³Net: Multimodal-Feature-masked Networks for Fake News Detection

Zhaokang Zhang, Xiaorui Luo, Chi Jiang, Yin Zhang, Yiran Wang and Ranran Wang

233 TB-DML4HS: A Task-Based Modeling and Causal Effect Estimation Method Using DML for Heterogeneous UAV Swarm

Jiabao Wang, Guang Yang, Lingzhong Meng, Youdi Gong and Yuxi Ma

287 WebGCN: Web Information Extraction Algorithm Based on Graph Neural Networks

Xiaole Wang, Yuting Wang, Heng Zhang, Xu Wen, Fangxiang Liu, Qingren Wang and Dengcheng Yan

293 Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting

Lei Li, Bing Su, Shichao Zhang, Yuchong Liu, Jianchao Zheng, Chuan Zhang and Liehuang Zhu

330 Context-Aware Vectors: A New Method Integrating Personality into LLMs for Enhanced Sentiment Analysis

Zhihao Shuai, Kaiwen Li, Guoyu Li, Shengyao Liu, Dandan Li and Naisheng Tang

6 Research on Detection and Reconstruction of Multiple Types of Anomalies in Wind Speed-Power Data of Wind Farms

Shouyi Chen, Yiyi He, Yanfei Guo, Wei Ma, Chunglun Wei and Cw Chu

50 An LLM-enabled data augmentation framework for low-resource scenarios

Zhongjian Hu, Peng Yang, Tianwai Zhou and Kun Song

55 Lightweight Remote Sensing Tiny Object Detection Model Based on YOLOv8n Architecture

Jinyin Bai, Wei Zhu, Qinglin Xu, Xiangchen Wang and Peng Zheng

68 Causal Encoding Generative Model Based on Attention and KAN

Jing Yang, Xiangbin Meng and Xuanli Qin

72 TRVP: Transformer-VAE Framework for 3D Point Cloud Instance Segmentation

Jiangmai Cheng, Bo Jiang, Tianfang Sun and Boyu Wang

87 A Metapath-based Neighborhood Reconstruction network for Graph Anomaly Detection

Yanjun Lu and Xinyi Song

90 DarkFusionNet: A Fusion Neural Network Based Architecture for Darknet Text Classification

Anyang Xu, Peng Wu, Dong Wang and Bowen Yang

103 Key Nodes Evaluation for Human Proximity Networks Based on Gravity Model

Jian Shu, Weide Huang, Yunan Jiang, Zhenghao Wei and Linlan Liu

124 SRViT-MCNet: An IoT malware classification model

Changguang Wang, Hongxuan Wang, Xi Zhang, Qingru Li and Fangwei Wang

164 MultiTEmb: Multi-Scale Embeddings for Temporal KG Completion

Junyu Chen, Fanjun Meng, Xingjian Xu and Wenfeng Cui

166 Education Distillation: Let the Model Learn in the School

Ling Feng, Tianhao Wu, Xiangrong Ren, Zhi Jing and Xuliang Duan

185 A Multi-Source Temporal Graph Approach for Reliable Market Forecasting with LLM Synergy

Yuting Shi

196 Memory-Enhanced Transformer Adaptive Graph Convolutional Recurrent Network for traffic flow forecasting

Cheng Jiang and Chun Wang

199 Investigation into Auto-Scaling Mechanisms in Cloud Computing

Xin Li, Jiming Dong, Wenkang Xiang, Dawei Zhao, Lijuan Xu and Fenghua Tong

207 Multi-Receptive-Field Feature Fusion Knowledge Graph Embedding for Link Prediction

Zhehao Hou, Fang Liu, Wei Hu and Xikai Ke

223 RAG with Visual Alert: Boosting Multimodal Language Models for Enhanced Visual Question Answering

Hongze Ou, Xiaoyu Liang, Lianrui Mu and Haoji Hu

229 Dynamic Heterogeneous Graph Neural Network for Personality Detection in Chinese Social Media Texts

Te Wang, Fanjun Meng and Xingjian Xu

234 DualCBR: Cross-Modal Collaborative Filtering with Bidirectional Alignment for Long-Tail Recommendation

Xin Li, Lei Zhao, Dekai Zhang, Dawei Zhao, Lijuan Xu, Chunhui Wang and Fuqiang Yu

239 Semantic Information Extraction with Language Models for Zero-Day Attack Detection

Shyamali Sinali Karunarathne, Sutharshan Rajasegarar and Lei Pan

256 A Review of Optimization Techniques for Large Language Model Inference

Yujia Cao, Xi Tao, Weipeng Cao, Chuanfei Xu and Zhong Ming

280 GeoER: A Challenging Benchmark for Geometric Element Recognition

Jiamin Tang, Chao Zhang, Xudong Zhu and Mengchi Liu

291 SocioSupplyAlert: Comprehensive Supply Chain Crisis Prediction Using LLMs and Social Media Data

Meixuan Chen, Chen Wang, Yujun Wu, Wei Kang and Zaiwen Feng

303 SKG-LLM: Enhancing Large Language Models with Sentiment Knowledge Graphs for Fine-Grained Sentiment Analysis

Yixuan Yuan and Bixuan Li

310 Harnessing Heterogeneous Social Networks for Better Group Recommendations: An Integrated Approach Towards Cold-start Problem

Yunwei Zhao, Songtao Peng, Linbo Qiao, Qiwei Ye, Han Han and Shanqing Yu

262 Multi-Agent Collaborative Framework with Few-Shot CoT for Threat Detection

Tianxiang Xu, Chang Liu, Zihao Wang and Kangsheng Wang

325 An Agent-Based Cybersecurity Framework Enhanced by Large Language Models: Integrating Retrieval-Augmented Generation and Monte Carlo Tree Search

Tianxiang Xu, Chang Liu, Zihao Wang, Jiahao Li and Kangsheng Wang

 

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Session 5.1

11:00-12:30, Aug 7 @Theater 1+2+6

297 | Depth State Space Model for Light Field Depth Estimation via Text-similar Representation

Zexin Sun, Tun Wang, Da Yang, Zhenglong Cui, Rongshan Chen, Ying Li, Guanqun Su and Hao Sheng

19 | Large Language Models are Not Stable Recommender Systems: A Position Bias Perspective

Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu and Hui Xiong

62 | LWMUNet: Enhancing Semantic Segmentation with Learnable Linked Sliding-Window Serialization

Sizhe Yang, Yutao Qin and Wei Ren

284 | INDRE: An Interpretable News Driven Risk Evaluation Model

Weihong Wang, Zuhao Jin and Cheng Zhao

【Updated】58 | SWV: A Large-scale Sensitive Word Variants Dataset for Semantic Text Matching
Jiguo Liu, Chao Liu, Meimei Li, Nan Li, Shihao Gao and Dali Zhu

Session 5.2

11:00-12:30, Aug 7 @Lotus

【Updated】274 | ELS-GDR: Efficient Extraction of Long-Term Sequential Signals for Guiding Diffusion-Based Recommendation
Jianfang Wang, Zihao Wang and Victor Chibueze Anunobi Victor Chibueze Anunobi

235 | A Task-Specific Feature Fusion Strategy For Small Object Detection

Zhiyi Shang, Zili Zhang and Mengtao Zhao

155 | Resource Optimization for FPGA-based SM9 Digital Signature Algorithm

Dezhi An, Guifeng Han, Dongli Tan, Yujie Shao, Jun Lu and Shengcai Zhang

97 | Dynamic, Multi-Scale, and Noise-Aware Modeling for Skeleton Action Prediction

Ran Cui, Aichun Zhu and Yang Liu

159 | Enhancing Multi-Source Localization via Tailored Feature Representation Framework

Wenchao Song, Guowei Chen, Yanchao Liu, Chi Zhang, Junpeng Gong and Pengzhou Zhang

 

Session 5.3

11:00-12:30, Aug 7 @Tulip

119 | SAML: A Structure-Aware Enhanced Meta Learning Framework for Spatio-Temproal Graph Few-Shot Learning

Haichen Lyu and Chun Wang

142 | MFTP: Multi-round Feedback for Dynamic Travel Itinerary Optimization

Yunfei Lu, Yifan Zhang, Lingjiao Xu, Peng Jin, Xingyuan Chen and Bing Wang

319 | Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images

Zengli Luo, Canlong Zhang, Li Zhixin, Chunrong Wei and Zhiwen Wang

108 | Text Attributed Graph Node Classification Using Sheaf Neural Networks and Large Language Models

Zhongyu Li and Geng Zhao

227 | Dynamic Asymmetric Contrastive Learning with Adaptive Hard Negative Mining for Resume-Job Matching

Suhuan Duan, Xingjian Xu and Fanjun Meng

 

Session 5.4

11:00-12:30, Aug 7 @Orchid

252 | Mamba Model Based on GloVe Word Embedding for Sentiment Analysis

Liepan Yu, Jiawei Zhu and Zhonglun Wei

31 | Gradient Balanced Part-Whole Relational Weakly Supervised Semantic Segmentation

Zhuang Yao, Guangqi Jiang, Lin Shi, Gengshen Wu, Shoukun Xu and Yi Liu

270 | Heuristic Ant Colony enabled Federataed UAV Circuit Inspection Planning Algorithm Considering Adaptive Weather

Wei Ding, Luyao Wang, Yan Zhou, Myung Jin Lee, Keun Ho Ryu and Kwang Woo Nam

290 | Efficient Transductive Few-Shot Learning with Active Learning for Imbalanced Data

Yujun Li and Lei Yu

313 | A Robust Video Steganography Method Based on Multi-Scale Decomposition and Invertible Networks

Shiwei Li, Jianxiang Liao, Zhenyu Liu, Mengyuan Wei, Yuhang Wang and Jian Liu

 

Session 5.5

11:00-12:30, Aug 7 @Jasmine

2 | Streaming Hierarchical Clustering for Emerging New Class

Yixiao Ma, Ye Zhu, Yang Xu and Kai Ming Ting

244 | Summary of the application of deep learning in fault detection

Yinpan He, Yake Xue, Zhen Lu and Di Wang

193 | Hierarchical Integration Knowledge Distillation: Enhancing Adversarial Robustness of Student Models via Clean Data Distillation

Shidong Li and Zhichao Lian

21 | POAgent: A Multi-Agent Controller Towards Adaptive Parameter Optimization

Qijing Wang, Martin D.F. Wong and Evangeline F.Y. Young