Morning 29 Oct

Session 1 Machine Learning and AI-1

Chair: Junwei Duan

Paper number: 1, 14, 15, 20, 31, 34

1 "Fake News Detection across Multiple Domains Using Fuzzy Association Rules" "Xiaofeng Xu, Weisha Zhang, Yuanyuan Huang, Hongyu Lu and Jiazhong Lu"

14 Incremental Board Learning System Based on Feature Selection Yi Xu, Huaiding Qu, Yin Liu and Zhengyue Pan

15 "High-Capacity Image Hiding via Compressible Invertible Neural Network" "Changguang Wang, Haoyi Shi, Qingru Li, Dongmei Zhao and Fangwei Wang"

20 "Crop Classification Methods Based on Siamese CBMM-CNN Architectures Using Hyperspectral Remote Sensing Data" Bin Xie, Jiahao Zhang, Yuling Li, Yusong Li and Xinyu Dong

31 "PFDF: Privacy Preserving Federated Decision Forest for Classification" "Tongyaqi Li, Qingqiang Qi, Chengyu Hu, Xuelei Li, Peng Tang and Shanqing Guo"

34 "Data-Free Encoder Stealing Attack in Self-supervised Learning" "Chuan Zhang, Xuhao Ren, Haotian Liang, Qing Fan, Xiangyun Tang, Chunhai Li, Liehuang Zhu and Yajie Wang"

Session 2 Machine Learning and AI-2

Chair: Gengshen Wu

Paper number: 36, 37, 43, 45, 56, 58, 63

36 "Data Poisoning Attack against Reinforcement Learning from Human Feedback in Robot Control Tasks" Zihui Zhou, Yutong Gao and Minfeng Qi

37 A Mini-Model Can Make Machine Unlearning Better Mingkang Zhao, Weng Yu and Congcong Zhu

43 "Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network" "Jing Wang, Xiaoyang Wang, Jianxiong Guo, Zhiqing Tang, Xingjian Ding and Tian Wang"

45 "Hybridization of One- and Two-point Bandits Convex Optimization in Non-stationary Environments" Gailun Zeng and Jianxiong Guo

56 "Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking" "Xuming Ye, Chaomurilige Wang, Zheng Liu, Haoyu Luo, Jun Dong and Yingzhe Luo"

58 "Enhancing Text-Image Person Re-identification via Intra-Class Relevance Learning" "Wenbin He, Yutong Gao, Wenjian Liu, Chaomurilige Wang, Zheng Liu and Ao Guo"

63 "FEDNPAIT: Federated Learning with NADAM and PADAM for Instruction Tuning" Zhipeng Gao, Yichen Li and Xinlei Yu

Session 3 Machine Learning and AI-3

Chair: Wei Yu

Paper number: 65, 67, 69, 73, 75, 78,

65 "Feature Augmented Meta-learning on Domain Generalization for Evolving Malware Classification" "Fangwei Wang, Yinhe Chen, Ruixin Song, Qingru Li and

Changguang Wang"

67 "FedSV: A Privacy-preserving Byzantine-robust Federated Learning Scheme with Self-Validation" "Wenhao Jiang, Shaojing Fu, Yuchuan Luo, Lin Liu and Yongjun Wang"

69 "Coordinated Multi-regional Logistics Path Planning: A Broad Reinforcement Learning Framework" Shengwei Li, Congcong Zhu and Zeping Tong

73 "Cross-Modal Mask and Detail Alignment for Text-based Person Retrieval" "Ao Guo, Xuan Liu, Xianggan Liu, Bingmeng Hu, Jie Yuan and Chiawei Chu"

75 "Outliers are Real: Detecting VLM-generated Images via One-class Classification" Baoping Liu, Bo Liu and Ming Ding

78 "FedADDP: Privacy-Preserving Personalized Federated Learning with Adaptive Dimensional Differential Privacy" "Yangyang Guo, Tao Zhang, Xutong Mu, Haoshuo Li, Xuewen Dong and Qi Li"

Afternoon 29 Oct

Session 4 Privacy, Security, Blockchain-1

Chair: Minghao Wang

Papers: 3, 22, 40, 44, 52, 53

3 Updates Leakage Attack against Private Graph Split Learning "Hao Yang, Zhuo Ma, Yang Liu, Xinjing Liu, Beiwei Yang and Jianfeng Ma"

22 "A Modular Sharing Scheme for EMRs Using Consortium Blockchain and Proxy Re-Encryption" "Jiazheng Quan, Niefeng Wu, Hu Chen, Yamei Wang and Yuexin Zhang"

40 "BlockWhisper: A Blockchain-based Hybrid Covert Communication Scheme with Strong Ability to Avoid Detection" "Zehui Wu, Yuwei Xu, Ranfeng Huang, Xinhe Fan, Jingdong Xu and Guang Cheng"

44 "A Verifiable Decentralized Data Modification Mechanism Supporting Accountability for Securing Industrial IoT" "Changsong Yang, Junfu Wu, Yong Ding, Yujue Wang and Hai Liang"

52 "A Comprehensive Scheme for Transaction and Fund Tracing in Distributed Anonymous Transactions" Hai Liu, Fangqiong Li and Hongye Peng

53 "AutoMiner: Reinforcement Learning-Based Mining Attack Simulator" "Wei Li, Lide Xue, Ziyang Han, Bingren Chen, Xishan Zhang and Xuehai Zhou"

Session 5 Privacy, Security, Blockchain-2

Chair: Hui Sun

Paper number: 10, 85, 92, 117, 129, 151

10 "A scheme of dynamic location privacy-preserving with blockchain in intelligent transportation system" Xuhan Zuo, Minghao Wang, Dayong Ye and Shui Yu

85 "Deduplication and approximate analytics for encrypted IoT data in fog-assisted cloud storage" Rongxi Wang, Guanxiong Ha, Chunfu Jia, Ruiqi Li and Zhen Su

92 "Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation" "Peng Yin, Jizhe Jia, Jing Wang, Yukai Liu, Meng Shen and Liehuang Zhu"

117 "AQC: Achieving Precise Bandwidth Allocation with Augmented Queues for Credit-based Proactive Congestion Control" "Zihan Li, Yani Gong, Dinghuang Hu, Guoyuan Yuan, Cunlu Li and Dezun Dong"

129 "Finestra: Multi-Aggregator Swarm Learning for Gradient Leakage Defense" "Hangkit Choi, Junxuan Liao, Yuming Xiong, Yili Gong, Chuang Hu and Dazhao Cheng"

151 "Dynamic Privacy Protection with Large Language Model in Social Networks" "Yizhe Xie, Congcong Zhu, Xinyue Zhang, Xiangyu Hu and Xuan Liu"

Session 6 Machine Learning and AI-4

Chair: Huajie Chen

Paper number: 79, 83, 91, 96, 103, 110, 111

79 "DP-CLMI:Differentially Private Contrastive Learning against Membership Inference Attack" "Junying Zhang, Yiwen Xia, Xindi Ma, Qi Jiang, Ning Xi, Di Lu, Pengbin Feng, Sheng Gao and Jianfeng Ma"

83 "DT-UPD: User Privacy Data Protection through Distribution Transformation in Unlearning Cloud Service" "Shouyue Sun, Feng Wu, Yingzhi Zhang, Lei Cui, Longxiang Gao

and Shui Yu"

91 "Prototype enhancement for few-shot point cloud semantic segmentation" Zhengyao Li, Gengshen Wu and Yi Liu

96 "Towards Information Sharing Beetle Antennae Search Optimization" "Xuan Liu, Chenyan Wang, Wenjian Liu, Lefeng Zhang, Xianggan Liu and Yutong Gao"

103 "Time-of-Use Pricing Aware Battery Swapping Station Charging Scheduling via Deep Reinforcement Learning" "Hao Chen, Chengyi Gu, Desheng Wan, Bincan Yu and Chaocan

Xiang"

110 "Optimizing Self-Training Sample Selection for Euphemism Detection in Special Scenarios" Zhiwei Zhang, Shuyu Chang, Haiping Huang and Rui Wang

111 "A Neural Network-Based PUF Protection Method Against Machine Learning Attack" "Haolin Jiang, Chenxi Zhu, Ding Deng, Shengqiang Lou, Pengyue Sun and Lei Chen"

Morning 30 Oct

Session 7 Machine Learning and AI-5

Chair: Shuai Zhou

Paper number: 113, 114, 116, 126, 133, 134, 138

113 "Modal-Centric Insights into Multimodal Federated Learning for Smart Healthcare: A Survey" Di Wang, Youyang Qu, Wenjian Liu and Longxiang Gao

114 "ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing" "Fengyi Huang, Yutao Zhang, Wenhua Wang, Jianxiong Guo, Yang Xu, Wentao Fan and Tian Wang"

116 "Multidimensional Intrinsic Identity Construction and Dynamic Seamless Authentication Schemes in IoT Environments" "Zhijian Xu, Zhiwei Zhang, Guiyuan Tang, Ziwei Shi, Yulong

Shen and Ning Xi"

126 Invisible Backdoor Attack with Image Contours Triggers Yangzhi Hou and Ying Yang

133 "Heterogeneous Graph Modeling for Resource-Aware Prediction

of DRL Training Time" "Xiao Wang, Zhou Zhou, Hong Xu, Gangyong Jia, Yuxia Cheng and Qing Wu"

134 DIsFU: Protecting Innocent Clients in Federated Unlearning "Fanyu Kong, Xiangyun Tang, Yu Weng, Tao Zhang, Hongyang Du, Jiawen Kang and Chi Liu"

138 "Multiple-Round Aggregation of Abstract Semantics for Secure Heterogeneous Federated Learning" Jiao Zhang, Xiong Li and Wei Liang

Session 8 Machine Learning and AI-6

Chair: Zuobin Ying

Paper number: 163, 167, 177, 196, 198, 207, 226

163 "A Dynamic Symmetric Searchable Encryption Scheme for Rapid Conjunctive Queries A DSSE Scheme for Rapid Conjunctive Queries" "Zekun Zou, Ruirui Gao, Xiong Li, Xiaofen Wang and Xiaosong Zhang"

167 "Language-based Colorization with Sparse Attention and Multi-Scale Cross-Modal Semantic Alignment" "Ying Zhang, Yutong Gao, Xuan Liu, Lefeng Zhang, Xianggan Liu and Shan Jiang"

177 "Mitigating Over-Unlearning in Machine Unlearning with Synthetic Data Augmentation" "Baohai Wang, Youyang Qu, Longxiang Gao, Conggai Li, Lin Li and David Smith"

196 “Federated Learning and Parallel Prompt Scheduling Strategies for Large Language Models” Guangtong Lv, Bruce Gu, Xiaocong Jia, Longxiang Gao, Youyang Qu, Lei Cui

198 "Federated Meta Continual Learning for Efficient and Autonomous Edge Inference" "Bingze Li, Stella Ho, Youyang Qu, Chenhao Xu, Tom H. Luan and Longxiang Gao"

207 "Defense Against Textual Backdoors via Elastic Weighted Consolidation-based Machine Unlearning" "Haojun Xuan, Yajie Wang, Huishu Wu, Tao Liu, Chuan Zhang and Liehuang Zhu"

226 "Progressive Multiscale Attention Network for Diabetic Retinopathy" Qiuji Zhou, Yongde Guo, Yifeng Liu and Yanzhen Lin

Session 9 Machine Learning and AI-7

Chair: Max Kuok

Paper number: 238, 242, 253, 258, 259

238 "The Role of Artificial Intelligence Technologies in Sustainable Urban Development: A Systematic Survey" Maria Rosaria Sessa, Ornella Malandrino and Antonio Cesarano

242 "Enhancing Privacy in Machine Unlearning: Posterior

Perturbation against Membership Inference Attack" Chen Chen, Hengzhu Liu, Huanhuan Chi and Ping Xiong

253 "Textual data de-privatization scheme based on generative adversarial networks" "Yanning Du, Jinnan Xu, Yaling Zhang, Yichuan Wang and Zhoukai Wang"

258 "Who is being impersonated? Deepfake Audio Detection and Impersonated Identification via Extraction of Id-specific Features" Tianchen Guo, Heming Du, Huan Huo, Bo Liu and Xin Yu

259 "Review of Incentive Mechanisms of Differential Privacy based Federated Learning Protocols: From the Economics and Game Theoretical Perspectives" "Miaohua Zhuo, Dongjun Li, Qinglin Yang, Yuan Zhou, Yuan Liu and Zhihong Tian"

Afternoon 30 Oct

Session 10 Privacy, Security, Blockchain-3

Chair: Wenjian Liu

Paper number: 88, 166, 169, 171, 178, 186

88 "Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis" "Yukai Liu, Jizhe Jia, Jinhe Wu, Junyu Ai, Meng Shen and Liehuang Zhu"

166 "A Data Watermark Scheme base on Data Converted Bitmap for Data Trading" Xinyu Liu, Wei Ren, Wenmao Liu and Xianghan Zheng

169 "BAV-DSS: Blockchain Assisted Verifiable Data Sharing Scheme with Fast Encryption and Outsourced Decryption for IoT" "Yao Huang, Zhongyuan Yu, Guijuan Wang, Baobao Chai and Hongliang Zhang"

171 "Blockchain-assisted anonymous data sharing scheme with full accountability for CloudIoT" Chuntang Yu, Xia Feng and Yongzhao Zhan

178 "A Power Monitoring Framework of a Post-Quantum Cryptography Web Server" Aniello Castiglione, Vincenzo Loia and Alberto Volpe

186 "A Secure Cross-account Audit Scheme for Cross-chain Transactions" "Haotian Deng, Zihao Wang, Yajie Wang, Licheng Wang, Liehuang Zhu and Chuan Zhang"

Session 11 Privacy, Security, Blockchain-4

Chair: Chris Chu

Paper number: 132, 187, 213, 215, 217, 233, 256

132 "ChainSafari: A General and Efficient Blockchain Verifiable Query Scheme with Real-Time Synchronization" "Yuwei Xu, Shengjiang Dai, Junyu Zeng, Jie Cao, Ran He and Qiao Xiang"

187 "ZKCross: An Efficient and Reliable Cross-chain Authentication Scheme Based on Lightweight Attribute-based Zero-knowledge Proof" "Yuwei Xu, Hailang Cai, Jialuo Chen, Qiao Xiang, Jingdong Xu and Guang Cheng"

213 Cross-Chain Transaction Auditing with Truth Discovery "Huishu Wu, Xuhao Ren, Mengxuan Liu, Tao Liu, Yajie Wang, Chuan Zhang and Liehuang Zhu"

215 "Exploring the Vulnerability of ECG-based Authentication Systems through A Dictionary Attack Approach" "Bonan Zhang, Chao Chen, Ickjai Lee, Kyungmi Lee and Kok-Leong Ong"

217 "LBVP: Lightweight Blockchain-based Vehicle Platooning Scheme for Secure and Efficient Platoon Management" "Wenjie Fan, Zhiquan Liu, Libo Wang, Ying He, Jingjing Guo, Xia Feng and Jianfeng Ma"

233 "Integrating Blockchain, Smart Contracts, NFTs, and IPFS for Enhanced Transparency and Ethical Sourcing in Coffee and Cocoa Supply Chains" "Khanh Hong Vo Hong Vo, Triet Nguyen Minh, Son Ha Xuan, Bang Le, Trinh Phung Dang, Hung Nhat Nguyen, Nghiem Thanh Pham, Khoa Tran Dang and Bang Ngo Hai"

256 "Performance Evaluation of NLP Models for European Portuguese: Multi-GPU/Multi-Node Configurations and Optimization Techniques" "Daniel Santos, Nuno Miquelina, Daniela Schmidt, Paulo Quaresma and Vítor Beires Nogueira"

Session 12 Network, Communications and Internet of Things

Chair: Congcong Zhu

Paper number: 5, 8, 29, 71, 183, 229, 255

5 "Toward a QoS-Guaranteed Cloud through Elastic Resource

Scaling and Request Updating" "Bingchen Shen, Jiawei Liu, Gongming Zhao, Hongli Xu and

Jianfeng Bao"

8 A Dual Detection System of Common Anomalies in FANETs Xueru Du, Yueheng Liu, Di Wang, Junqiao Gao and Yue Cao

29 "V-Sketch: A Sketch-based Verification Mechanism for Logical-Physical Rule Consistency in SDN" Kejian Li, Yang Du, Guoju Gao, He Huang and Yu-E Sun

71 "Path Optimization Method Under UAV Charging Scheduling Network" "Tingting Yang, Yiqian Wang, Jie Zhu, Shuyu Chang and Haiping Huang"

183 "Anycast Routing for Unmanned Aerial Vehicle Networks with Multiple Base-stations" "Yuhong Xiang, Shuai Gao, Hongchao Wang, Dong Yang and Hongke Zhang"

229 "Low-Carbon Geographically Distributed Cloud-Edge Task Scheduling" "Yingjie Zhu, Ji Qi, Zehao Wang, Shengjie Wei, Yan Chen, Tuo Cao, Gangyi Luo and Zhuzhong Qian"

255 "Modeling and Simulation Verification of Operating Mode Switching of Train Control System Based on Train-to-Train Communication" Qiang Li, Ian Liao, Sheng Wen and Yang Xiang

Morning 31 Oct

Session 13 High performance computing and hardware optimization-1

Chair: Jing Sun

Paper number: 66, 99, 107, 115, 145, 179, 182

66 "MARO: Enabling Full MPI Automatic Refactoring in DSL-based Programming Framework" Tong Lei, Zongjing Chen, Yonggang Che and Chuanfu Xu

99 "SSC: An SRAM-based Silence Computing Design for On-chip Memory" "Ziming Chen, Quan Deng, Yiyue Hu, Xiaowei He, Libo Huang and Yongwen Wang"

107 "LTP: a lightweight on-chip temporary prefetcher for Data-dependent memory accesses" Li Mengjin and Zhou Hongwei

115 "Compression Format and Systolic Array Structure Co-design for Accelerating Sparse Matrix Multiplication in DNNs" "Yongxiang Cao, Jixiang Jiang, Guocheng Zhao, Wei Wang, Hongxu Jiang and Yanfei Song"

145 "Parallel Implementation of Number-Theoretic Transform on GPU Clusters" Daisuke Takahashi

179 "MSA2 : An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays" "Minjin Tang, Mei Wen, Junzhong Shen, Jingkui Yang, Zeyu Xue and Zili Shao"

182 "Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels" "Meng Wu, Jingkai Qiu, Mingyu Yan, Wenming Li, Yang Zhang, Zhimin Zhang, Xiaochun Ye and Dongrui Fan"

Session 14 High performance computing and hardware optimization-2

Chair: Chi Liu

Paper number: 188, 246, 257, 13, 74, 51, 100

188 "LSSM-SpMM: A Long-Row Splitting and Short-Row Merging Approach for Parallel SpMM on PEZY-SC3s" "Ligang Cao, Qinglin Wang, Shun Yang, Rui Xia, Weihao Guo and Jie Liu"

246 "PEbfs: Implement high-performance breadth-first search on PEZY-SC3s" "Weihao Guo, Qinglin Wang, Xiaodong Liu, Muchun Peng, Shun Yang, Yaling Liang, Yongzhen Shi, Ligang Cao and Jie Liu"

257 "FusionFrame: A Fusion Dataflow Scheduling Framework for DNN Accelerators via Analytical Modeling" "Liutao Zheng, Huiying Lan, Xiang Liu, Linshan Jiang and Xuehai Zhou"

13 DBFIA: Diffusion-Based Face Image Anonymization Hanyu Xue, Xin Yuan, Bo Liu and Ming Ding

51 "Pessimistic Fault Diagnosis Algorithm for Hypercube-Like Networks Under the BGM Model" Lin Chen, Hao Feng, Jiong Wu and Huirui Han

74 "PrivARM: Privacy-preserving Association Rule Mining in the Cloud" Yuxin Zhang, Hui Han, Guangliang Sun, Wei Wu and Lin Liu

100 "TP-BFT: A Faster Asynchronous BFT Consensus with Parallel Structure" "Shunliang Ye, Qi Chen, Fuan Xiao, Zhihui Ke, Guoyu Yang and Huawei Ma"

Session 15 workshop DMLS

Chair: Xuan Liu

Paper number: 17, 154, 158, 204, 209

17 "SMP-NoC: A Flexible and Efficient Shared Memory Protection Unit on Network-on-Chip" Teng Wu, Ying He, Shengjun Wei and Changzhen Hu

154 "SwinMixer Detector: A two-level traffic flow detection system based on Swin Transformer and MLP-Mixer" "Lu Lu, Menghao Fang, Xia Li, Minghui Li, Tianwei Lei and Zixiao Kong"

158 A Comprehensive Review on Deep Learning System Testing Ying Li, Chun Shan, Zhen Liu and Shuyan Liao

204 "Certificate-based Transport Layer Security encrypted malicious traffic detection in real-time network environments" "Suo Yiran, Xue Jingfeng, Guo Wenjie, Du Wenbiao, Han Weijie and Xu Chang"

209 "Efficient and Privacy-preserving Ranking-based Federated Learning" Tao Liu, Xuhao Ren, Yajie Wang, Huishu Wu and Chuan Zhang