SEKE2022 Technical Sessions

July 1 to 10, One session 8am-11:45am New York EST Time, 2pm-5:45pm Rome Time or 8pm-11:45pm Beijing Time (or two sessions 8am-9am New York EST Time and 9:15am to 11:45am New York EST Time)

July 1 8am-8:10am New York EST Time Opening Ceremony (Welcome by Shi-Kuo Chang, Kazuhiro Ogata, Lan Lin, Rong Peng, Carlos Eduardo Pantoja and Pankaj Kamthan) (presentation)

July 1 8:10am-9:00am New York EST Time Special Session Keynote: "The Essential Structure of Software" by Daniel Jackson, MIT, USA (Chair: Iaakov Exman, Jerusalem College of Engineering, Israel)

July 1 9:00am-9:40am New York EST Time Special Panel Session CSQS: Conceptual Software and Quantum Software (Chair: Iaakov Exman, Jerusalem College of Engineering, Israel)

July 1 9:45am-11:45am New York EST Time Session REDE: Requirements Engineering and Domain Engineering (Chair: Pankaj Kamthan, Concordia University, Canada)

A Systematic Mapping Study of Information Retrieval Approaches Applied to Requirements Trace Recovery
Bangchao Wang, Heng Wang, Ruiqi Luo, Sen Zhang and Qiang Zhu
(page 1)(paper098)(presentation)

A framework for Requirements specification of machine-learning systems
Xi Wang
(page 7)(paper143)(presentation)

Requirements debt: causes, consequences, and mitigating practices
Viviane Bonfim and Fabiane Benitti
(page 13)(paper114)(presentation)

On the Implications of Human-Paper Interaction for Software Requirements Engineering Education
Pankaj Kamthan
(page 19)(paper007)(presentation)

Identifying Risks for Collaborative Systems during Requirements Engineering: An Ontology-Based Approach (S)
Kirthy Kolluri, Robert Ahn, Tom Hill, Julie Rauer and Lawrence Chung
(page 25)(paper169)(presentation)

A Novel Approach to Maintain Traceability between Safety Requirements and Model Design (S)
Qian Wang, Jing Liu, John Zhang, Hui Dou, Haiying Sun, Xiaohong Chen and Jifeng He
(page 31)(paper140)(presentation)

Development of a Domain Specific Modeling Language for Educational Data Mining (S)
Eronita Maria Luizines Van Leijden, Andrêza Leite de Alencar and Alexandre Magno Andrade Maciel
(page 35)(paper137)(presentation)

July 2 8am-9am New York EST Time Special Panel Session ESEKE: SEKE and Education (Co-Chairs: Pankaj Kamthan, Concordia University, Canada and Hironori Washizaki, Waseda University, Japan)

Agile and Lean Software Engineering and the SWEBOK - Position Paper for Panel: Educational and Professional Implications of SWEBOK
David Parsons
(page 40)(paper060)(presentation)

July 2 9:15am-11:45am New York EST Time Session CQA: Code Quality and Analysis (Chair: Carlos Pantoja, Federal Center for Technological Education, Brazil)

Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning
Yichen Li and Xiaofang Zhang
(page 42)(paper077)(presentation)

An Enhanced Data Augmentation Approach to Support Multi-Class Code Readability Classification
Qing Mi, Yiqun Hao, Maran Wu and Liwei Ou
(page 48)(paper130)(presentation)

Contrastive Learning for Multi-Modal Automatic Code Review
Bingting Wu and Xiaofang Zhang
(page 54)(paper022)(presentation)

Utilizing Edge Attention in Graph-Based Code Search
Wei Zhao and Yan Liu
(page 60)(paper078)(presentation)

Mapping Modern JVM Language Code to Analysis-friendly Graphs: A Pilot Study with Kotlin
Lu Li and Yan Liu
(page 67)(paper079)(presentation)

Refactoring of Object-oriented Package Structure Based on Complex Network
Youfei Huang, Yuhang Chen, Zhengting Tang, Ningkang Jiang and Liangyu Chen
(page 73)(paper164)(presentation)

Reducing Mismatches in Syntax Coupled Hunks
Chunhua Yang and Xiufang Li
(page 79)(paper049)(presentation)

Adaptive Prior-Knowledge-Assisted Function Naming Based on Multi-level Information Explorer
Lancong Liu, Shizhan Chen, Sen Chen, Guodong Fan, Zhiyong Feng and Hongyue Wu
(page 85)(paper085)(presentation)

Towards Accurate Knowledge Transfer between Transformer-based Models for Code Summarization (S)
Chaochen Shi, Yong Xiang, Jiangshan Yu and Longxiang Gao
(page 91)(paper111)(presentation)

Towards Lightweight Detection of Design Patterns in Source Code (S)
Jeffy Jahfar Poozhithara, Hazeline Asuncion and Brent Lagesse
(page 95)(paper167)(presentation)

July 3 8:00am-11:45am New York EST Time Session DSML: Distributed Systems and Machine Learning (Chair: Carlos Pantoja, Federal Center for Technological Education, Brazil)

A Distributed Graph Inference Computation Framework Based on Graph Neural Network Model
Zeting Pan, Yue Yu and Junsheng Chang
(page 100)(paper042)(presentation)

PEM: A Parallel Ensemble Matching Framework for Content-based Publish/Subscribe Systems
Weidong Zhu, Yufeng Deng, Shiyou Qian, Jian Cao and Guangtao Xue
(page 106)(paper051)(presentation)

MFGAN: A Novel CycleGAN-Based Network for Masked Face Generation
Weiming Xiong, Mingyang Zhong, Cong Guo, Huamin Wang and Libo Zhang
(page 112)(paper016)(presentation)

Analysing Product Lines of Concurrent Systems with Coloured Petri Nets
Elena Gomez-Martinez, Esther Guerra and Juan De Lara
(page 118)(paper015)(presentation)

Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting
Feng Xie, Zhong Zhang, Xuechen Zhao, Bin Zhou and Yusong Tan
(page 124)(paper109)(presentation)

Unsupervised Structure Confidence Sampling for Image Inpainting
Xinrong Hu, Tao Wang, Jinxing Liang, Junjie Jin, Junping Liu, Tao Peng and Yuanjun Xia
(page 130)(paper026)(presentation)

Verifying BDI Agents in Dynamic Environments
Blair Archibald, Muffy Calder, Michele Sevegnani and Mengwei Xu
(page 136)(paper149)(presentation)

Zero-Shot Object Detection with Multi-label Context (S)
Yongxian Wei and Yong Ma
(page 142)(paper012)(presentation)

Modified Communication Parallel Compact Firefly Algorithm and Its Application (S)
Jianpo Li, Geng-Chen Li, Jeng-Shyang Pan and Min Gao
(page 147)(paper019)(presentation)

Self-Adaptive Task Allocation for Decentralized Deep Learning in Heterogeneous Environments (S)
Yongyue Chao, Mingxue Liao, Jiaxin Gao and Guangyao Li
(page 154)(paper071)(presentation)

A Federated Model Personalisation Method Based on Sparsity Representation and Clustering (S)
Hailin Yang, Yanhong Huang, Jianqi Shi and Fangda Cai
(page 160)(paper100)(presentation)

July 4 8am-11:45am New York EST Time Session STDP: Software Testing and Defect Prediction (Chair: Peng He, Hubei University, China)

Improving Mutation-Based Fault Localization via Mutant Categorization
Xia Li and Durga Nagarjuna Tadikonda
(page 166)(paper157)(presentation)

WBS: Weighted Backtracking Strategy for Symbolic Testing of Embedded Software
Varsha P Suresh, Sujit Kumar Chakrabarti, Athul Suresh and Raoul Jetley
(page 172)(paper147)(presentation)

An Exploratory Study of Bug Prioritization and Severity Prediction based on Source Code Features
Chun Ying Zhou, Cheng Zeng and Peng He
(page 178)(paper102)(presentation)

Taint Trace Analysis For Java Web Applications
Yaju Li, Chenyi Zhang and Qin Li
(page 184)(paper161)(presentation)

Impact of Combining Syntactic and Semantic Similarities on Patch Prioritization while using the Insertion Mutation Operators
Mohammed Raihan Ullah, Nazia Sultana Chowdhury and Fazle Mohammed Tawsif
(page 190)(paper047)(presentation)

Two-Stage AST Encoding for Software Defect Prediction (S)
Yanwu Zhou, Lu Lu, Quanyi Zou and Cuixu Li
(page 196)(paper039)(presentation)

An efficient discrimination discovery method for fairness testing (S)
Shinya Sano, Takashi Kitamura and Shingo Takada
(page 200)(paper064)(presentation)

Data Driven Testing for Context Aware Apps (S)
Ryan Michaels, Shraddha Piparia, David Adamo and Renee Bryce
(page 206)(paper125)(presentation)

A Preliminary Study on the Explicitness of Bug Associations (S)
Zengyang Li, Jieling Xu, Guangzong Cai, Peng Liang and Ran Mo
(page 212)(paper027)(presentation)

Data Selection for Cross-Project Defect Prediction with Local and Global Features of Source Code
Xuan Deng, Peng He and Chun Ying Zhou
(page 216)(paper086)(presentation)

RIRCNN: A Fault Diagnosis Method for Aviation Turboprop Engine (S)
Lei Li, Zhe Quan, Zixu Wang, Tong Xiao, Xiaofei Jiang, Xinjian Hu and Peibing Du
(page 220)(paper112)(presentation)

Automated Unit Testing of Hydrologic Modeling Software with CI/CD and Jenkins (S)
Levi Connelly, Melody Hammel, Benjamin Eger and Lan Lin
(page 225)(paper074)(presentation)

Ensemble approaches for Test Case Prioritization in UI testing (S)
Tri Cao, Tuan Vu, Huyen Le and Vu Nguyen
(page 231)(paper148)(presentation)

Investigating Cognitive Workload during Comprehension and Application Tasks in Software Testing (S)
Daryl Camilleri, Mark Micallef and Chris Porter
(page 237)(paper155)(presentation)

Visualization of automated program repair focusing on suspiciousness values (S)
Naoki Tane, Yusaku Ito, Hrionori Washizaki and Yoshiaki Fukazawa
(page 243)(paper159)(presentation)

July 5 8am-9am New York EST Time Special Session ADPBD: Agile Development Practices for Big Data Analytics (Chair: Jorge Marx Gomez, University of Oldenburg, Germany)

Beyond Numerical – MIXATON for outlier explanation on mixed-type data (S)
Jakob Nonnenmacher and Jorge Marx Gomez
(page 249)(paper110)(presentation)

Log Sinks and Big Data Analytics along with User Experience Monitoring to Tell a Fuller Story (S)
Vidroha Debroy, Senecca Miller, Mark Blake, Alex Hibbard and Cody Beavers
(page 253)(paper175)(presentation)

A Node-Merging based Approach for Generating iStar Models from User Stories
Chao Wu, Chunhui Wang, Tong Li and Ye Zhai
(page 257)(paper176)(presentation)

July 5 9:15am-11:45am New York EST Time Session KE: Knowledge Engineering (Chair: Rong Peng, Wuhan University, China)

KEMA: Knowledge-Graph Embedding Using Modular Arithmetic
Hussein Baalbaki, Hussein Hazimeh, Hassan Harb and Rafael Angarita
(page 263)(paper036)(presentation)

Embedding Knowledge Graphs with Semantic-Guided Walk
Hao Tang, Donghong Liu, Xinhai Xu and Feng Zhang
(page 269)(paper048)(presentation)

Dual Contrastive Learning for Unsupervised Knowledge Selection
Xiang Cao and Yujiu Yang
(page 275)(paper054)(presentation)

Dynamic Heterogeneous Information Network Embedding in Hyperbolic Space
Dingyang Duan, Daren Zha, Xiao Yang and Xiaobo Guo
(page 281)(paper087)(presentation***)

Using Multi-feature Embedding towards Accurate Knowledge Tracing
Yang Yu, Liangyu Chen, Caidie Huang and Mingsong Chen
(page 287)(paper142)(presentation)

A Zero-Shot Relation Extraction Approach Based on Contrast Learning
Hongyu Zhu, Jun Zeng, Yang Yu and Yingbo Wu
(page 293)(paper032)(presentation)

Similarity matching of time series based on key point alignment dynamic time warping
Yangzheng Li, Zhigang Chen and Xiaoheng Deng
(page 300)(paper021)(presentation)

Auto-Encoding GAN for Reducing Mode Collapse and Enhancing Feature Representation (S)
Xiaoxiang Lu, Yang Zou, Xiaoqin Zeng, Xiangchen Wu and Pengfei Qiu
(page 306)(paper152)(presentation)

An Explainable Knowledge-based AI Framework for Mobility as a Service (S)
Enayat Rajabi, Slawomir Nowaczyk, Sepideh Pashami and Magnus Bergquist
(page 312)(paper020)(presentation)

July 6 8am-9:30am New York EST Time Session NLP: Natural Language Processing (chair: Gleifer Vaz Alves, Federal University of Technology - Parana, Brazil)

Enhancing Pre-Trained Language Representations Based on Contrastive Learning for Unsupervised Keyphrase Extraction
Zhaohui Wang, Xinghua Zhang, Yanzeng Li, Yubin Wang, Jiawei Sheng, Tingwen Liu and Hongbo Xu
(page 317)(paper131)(presentation)

Exploring Relevance and Coherence for Automated Text Scoring using Multi-task Learning
Yupin Yang, Jiang Zhong, Chen Wang and Qing Li
(page 323)(paper024)(presentation)

Exp-SoftLexicon Lattice Model Integrating Radical-Level Features for Chinese NER
Lijie Li, Shuangyang Hu, Junhao Chen, Ye Wang and Zuobin Xiong
(page 329)(paper037)(presentation)

AESPrompt: Self-supervised Constraints for Automated Essay Scoring with Prompt Tuning
Qiuyu Tao, Jiang Zhong and Rongzhen Li
(page 335)(paper095)(presentation)

Increasing Representative Ability for Topic Representation
Rong Yan, Ailing Tang and Ziyi Zhang
(page 341)(paper052)(presentation)

Exploring MMSE Score Prediction Model Based on Spontaneous Speech (S)
Li Sun, Jieyuan Zheng, Jiyun Li and Chen Qian
(page 347)(paper062)(presentation)

July 6 9:45am-11:45am New York EST Time Session FSVM: Formal Specification, Verification and Model Checking (chair: Kazuhiro Ogata, Japan Advanced Institute of Science and Technology, Japan)

NKind: a model checker for liveness property verification on Lustre programs
Junjie Wei and Qin Li
(page 351)(paper089)(presentation)

Efficient LTL Model Checking of Deep Reinforcement Learning Systems using Policy Extraction
Peng Jin, Yang Wang and Min Zhang
(page 357)(paper029)(presentation)

Formal Verification of COCO Database Framework Using CSP
Peimu Li, Jiaqi Yin and Huibiao Zhu
(page 363)(paper072)(presentation)

Formal Verification and Analysis of Time-Sensitive Software-Defined Network Architecture
Weiyu Xu, Xi Wu, Yongxin Zhao and Yongjian Li
(page 369)(paper094)(presentation)

Metaheuristic Algorithms for Proof Searching in HOL4
Saqib Nawaz, Muhammad Zohaib Nawaz, Osman Hasan and Philippe Fournier-Viger
(page 376)(paper103)(presentation)

Formal specification and model checking of Saber lattice-based key encapsulation mechanism in Maude (S)
Duong Dinh Tran, Kazuhiro Ogata, Santiago Escobar, Sedat Akleylek and Ayoub Otmani
(page 382)(paper097)(presentation)

A divide \& conquer approach to until and until stable model checking (S)
Canh Minh Do, Yati Phyo and Kazuhiro Ogata
(page 388)(paper058)(presentation)

July 7 8am-11:45am New York EST Time Session SDMP: Software Development and Maintenance Processes (Chair: Iaakov Exman, Jerusalem College of Engineering, Israel)

Managing Risks in Agile Methods: a Systematic Literature Mapping
Fernando Garcia, Jean Hauck and Fernanda Hahn
(page 394)(paper123)(presentation)

LSTMcon: A Novel System of Portfolio Management Based on Feedback LSTM with Confidence
Xinjia Xie, Shun Gai, Yunxiao Guo, Boyang Wang and Han Long
(page 400)(paper160)(presentation)

Research on Identification and Refactoring Approach of Event-driven Architecture Based on Ontology
Li Wang, Xiang-Long Kong, Xiao-Fei Wang and Bi-xin Li
(page 406)(paper013)(presentation)

Designing Microservice-Oriented Application Frameworks
Yunhyeok Lee and Yi Liu
(page 412)(paper163)(presentation)

Collaborative Web Service Quality Prediction via Network Biased Matrix Factorization
Wenhao Zhong, Yugen Du, Shan Chuang, Hanting Wang and Fan Chen
(page 418)(paper113)(presentation)

A Model Based Approach for Generating Modular Manufacturing Control Systems (S)
Mahmoud El Hamlaoui, Yassine Qamsane, Youness Laghouaouta and Anant Mishra
(page 424)(paper151)(presentation)

Revealing Agile Mindset Using LEGO SERIOUS PLAY: Experience from an Online Agile Training Project (S)
Ilenia Fronza and Xiaofeng Wang
(page 428)(paper117)(presentation)

Quantum Software Models: Software Density Matrix is a Perfect Direct Sum of Module Matrices (S)
Iaakov Exman and Alexey Nechaev
(page 434)(paper158)(presentation)

SCMA: A Lightweight Tool to Analyze Swift Projects (S)
Fazle Rabbi, Syeda Sumbul Hossain and Mir Mohammad Samsul Arefin
(page 440)(paper006)(presentation)

Anomaly Detection in Spot Welding Machines in the Automotive Industry for Maintenance Prioritization (S)
Laislla Brandão, Aldonso Martins-Jr, Gabriel Kopte, Edson Filho and Alexandre Magno Andrade Maciel
(page 444)(paper118)(presentation)

The Maintenance of Top Frameworks and Libraries Hosted on GitHub: An Empirical Study (S)
Yi Huang, Xinjun Mao and Zhang Zhang
(page 449)(paper092)(presentation)

Evaluating the Sustainability of Computational Science and Engineering Software: Empirical Observations (S)
James Willenbring and Gursimran Walia
(page 453)(paper154)(presentation)

Decisions in Continuous Integration and Delivery: An Exploratory Study (S)
Yajing Luo, Peng Liang, Mojtaba Shahin, Zengyang Li and Chen Yang
(page 457)(paper171)(presentation)

A THG Performance Case Study in the world of E-Commerce (S)
Rehman Arshad, James Creedy, Philip Wilson, Adam Dad, Eloise Slater and Hannah Cusworth
(page 463)(paper067)(presentation)

July 8 8am-8:30am New York EST Time Special Session PCM: Program Committee Meeting (chair: Shi-Kuo Chang, University of Pittsburgh, USA)

July 8 8:35am-9:10am New York EST Time Special Session DEMO: Technical Demos (Chair: Zhi Li, Guangxi Normal University, China)

EARS2TF: A Tool for Automated Planning Test from Semi-formalized Requirements (D)
Hui Liu, Yunfang Li and Zhi Li
(page 469)(paper179)(presentation)

A Simplified Method for Automatic Verification of Java Programs (D)
Zhi Li, Ling Xie and Yilong Yang
(page 471)(paper180)(presentation)

Trace4PF: A tool for Automated Decomposition of Problem Diagrams with Traceability (D)
Yajun Deng, Zhi Li and Hongbin Xiao
(page 473)(paper181)(presentation)

July 8 9:15am-11:45am New York EST Time Session DMMA: Data Modeling, Mining and Analysis (Chair: Lan Lin, Ball State University, USA)

Access-Pattern-Aware Personalized Buffer Management for Database Systems
Yigui Yuan, Zhaole Chu, Peiquan Jin and Shouhong Wan
(page 475)(paper141)(presentation)

DDMin versus QuickXplain - An Experimental Comparison of two Algorithms for Minimizing Collections
Oliver Tazl, Christopher Tafeit, Franz Wotawa and Alexander Felfernig
(page 481)(paper172)(presentation)

Supporting Data Selection for Decision Support Systems: Towards a Decision-Making Data Value Taxonomy (S)
Mathieu Lega, Christian Colot, Corentin Burnay and Isabelle Linden
(page 487)(paper104)(presentation)

Data Modeling and Data Analysis in Simulation Credibility Evaluation of Autonomous Underwater Vehicles (S)
Xiaojun Guo and Shaojing Su
(page 493)(paper173)(presentation)

Improving Database Learning with an Automatic Judge (S)
Enrique Martin-Martin, Manuel Montenegro, Adrian Riesco and Rubén Rubio
(page 499)(paper025)(presentation)

Data Regulation Ontology (S)
Guillaume Delorme, Guilaine Talens and Eric Disson
(page 503)(paper053)(presentation)

July 9 8am-11:45am New York EST Time Session IOTS: IoT and Security (Chair: Kamran Sartipi, East Carolina University, USA)

Smifier: A Smart Contract Verifier for Composite Transactions
Yu Dong, Yue Li, Dongqi Cui, Jianbo Gao, Zhi Guan and Zhong Chen
(page 507)(paper128)(presentation)

Ethereum Smart Contract Representation Learning for Robust Bytecode-Level Similarity Detection
Zhenzhou Tian, Yaqian Huang, Jie Tian, Zhongmin Wang, Yanping Chen and Lingwei Chen
(page 513)(paper040)(presentation)

An Information Flow Security Logic for Permission-Based Declassification Strategy
Zhenheng Dong, Yongxin Zhao and Qiang Wang
(page 519)(paper134)(presentation)

Unlearnable Examples: Protecting Open-Source Software from Unauthorized Neural Code Learning
Zhenlan Ji, Pingchuan Ma and Shuai Wang
(page 525)(paper066)(presentation)

DeepController: Feedback-Directed Fuzzing for Deep Learning Systems
Hepeng Dai, Chang-ai Sun and Huai Liu
(page 531)(paper126)(presentation)

WasmFuzzer: A Fuzzer for WebAssembly Virtual Machines
Bo Jiang, Zichao Li, Yuhe Huang, Zhenyu Zhang and W. K. Chan
(page 537)(paper165)(presentation)

Multi-Frames Temporal Abnormal Clues Learning Method for Face Anti-Spoofing
Heng Cong, Rongyu Zhang, Jiarong He and Jin Gao
(page 543)(paper076)(presentation)

Paying Attention to the Insider Threat (S)
Eduardo Lopez and Kamran Sartipi
(page 549)(paper059)(presentation)

A Novel Network Alert Classification Model based on Behavior Semantic (S)
Zhanshi Li, Tong Li, Runzi Zhang, Di Wu and Zhen Yang
(page 553)(paper116)(presentation)

Analyzing Cyber-Physical Systems with Learning Enabled Components using Hybrid Predicate Transition Nets (S)
Xudong He
(page 559)(paper010)(presentation)

Problem-specific knowledge based artificial bee colony algorithm for the rectangle layout optimization problem in satellite design (S)
Yichun Xu, Shuzhen Wan and Fanmin Dong
(page 564)(paper014)(presentation)

Modeling and Verifying AUPS Using CSP (S)
Hongqin Zhang, Huibiao Zhu, Jiaqi Yin and Ningning Chen
(page 568)(paper088)(presentation)

Formal Verification of the Lim-Jeong-Park-Lee Autonomous Vehicle Control Protocol using the OTS/CafeOBJ Method (S)
Tatsuya Igarashi, Masaki Nakamura and Kazutoshi Sakakibara
(page 574)(paper028)(presentation)

July 10 8am-11:00am New York EST Time Session SNRS: Social Network and Recommendation Systems (Chair: Tong Li, Beijing University of Technology, China)

Improving the Early Rumor Detection Performance of the Deep Learning Models By CGAN
Fangmin Dong, Yumin Zhu, Shuzhen Wan and Yichun Xu
(page 580)(paper030)(presentation)

Recurrent Graph Convolutional Network for Rumor Detection
Song Wu, Hailin Xiong, Ye Yang, Jinming Zhang and Chenwei Lin
(page 586)(paper063)(presentation)

Chinese Spam Detection based on Prompt Tuning
Yan Zhang and Chunyan An
(page 593)(paper120)(presentation)

Identifying Gambling Websites with Co-training
Chenyang Wang, Pengfei Xue, Min Zhang and Miao Hu
(page 598)(paper106)(presentation)

Social Information Popularity Prediction based on Heterogeneous Diffusion Attention Network
Xueqi Jia, Jiaxing Shang, Linjiang Zheng, Dajiang Liu, Weiwei Cao and Hong Sun
(page 604)(paper075)(presentation)

Context-Aware Model for Mining User Intentions from App Reviews
Jinwei Lu, Yimin Wu, Jiayan Pei, Zishan Qin, Shizhao Huang and Chao Deng
(page 610)(paper084)(presentation)

COAT: A Music Recommendation Model based on Chord Progression and Attention Mechanisms
Weite Feng, Tong Li and Zhen Yang
(page 616)(paper115)(presentation)

Deep Correlation based Concept Recommendation for MOOCs
Shengyu Mao, Pengyi Hao and Cong Bai
(page 622)(paper107)(presentation)

Postoperative MPA-AUC0-12h Prediction for Kidney Transplant Recipients based on Few-shot Learning
Qiao Pan, Xinyu Yu, Xinyu Li and Kun Shao
(page 628)(paper091)(presentation)

Correlation Feature Mining Model Based on Dual Attention for Feature Envy Detection
Shuxin Zhao, Chongyang Shi, Shaojun Ren and Hufsa Mohsin
(page 634)(paper009)(presentation)

Graph Embedding Models for Community Detection
Yinan Chen, Zhuanming Gao and Dong Li
(page 640)(paper005)(presentation)

An Emotion Cause Detection Method Based on XLNet and Contrastive Learning (S)
Hai Feng Zhang, Cheng Zeng and Peng He
(page 646)(paper093)(presentation)

July 10 11:05am-11:45am New York EST Time Closing Ceremony: Announcement of Best Paper Awards (Shi-Kuo Chang, Kazuhiro Ogata, Lan Lin, Rong Peng, Carlos Eduardo Pantoja and Pankaj Kamthan)

Notes: (S) denotes a short paper. (D) denotes demo description. *** denotes a paper withdrawn by the authors and not presented.