Submissions from 2024
Generative AI in software engineering must be human-centered: The Copenhagen Manifesto, D. Russo, S. van Berkel Baltes, Cristoph Treude, and Christoph TREUDE Journal Article
HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article
Granular3D: Delving into multi-granularity 3D scene graph prediction, Kaixiang HUANG, Jingru YANG, Jin WANG, Shengfeng HE, Zhan WANG, Haiyan HE, Qifeng ZHANG, and Guodong LU Journal Article
Solving fractional differential equations on a quantum computer: A variational approach, Fong Yew LEONG, Dax Enshan KOH, Jian Feng KONG, Siong Thye GOH, Jun Yong KHOO, Wei Bin EWE, Hongying LI, Jayne THOMPSON, and Dario POLETTI Journal Article
An LLM-assisted easy-to-trigger poisoning attack on code completion models: Injecting disguised vulnerabilities against strong detection, Shenao YAN, Shen WANG, Yue DUAN, Hanbin HONG, Kiho LEE, Doowon KIM, and Yuan HONG Conference Proceeding Article
AnoPas: Practical anonymous transit pass from group signatures with time-bound keys, Rui SHI, Yang YANG, Yingjiu LI, Huamin FENG, Hwee Hwa PANG, and Robert H. DENG Journal Article
Path-choice-constrained bus bridging design under urban rail transit disruptions, Yiyang ZHU, Jian Gang JIN, and Hai WANG Journal Article
Adan: Adaptive Nesterov Momentum Algorithm for faster optimizing deep models, Xingyu XIE, Pan ZHOU, Huan LI, Zhouchen LIN, and Shuicheng YAN Journal Article
A deep learning method to predict bacterial ADP-ribosyltransferase toxins, Dandan ZHENG, Siyu ZHOU, Lihong CHEN, Guansong PANG, and Jian YANG Journal Article
Hierarchical damage correlations for old photo restoration, Weiwei CAI, Xuemiao XU, Jiajia XU, Huaidong ZHANG, Haoxin YANG, Kun ZHANG, and Shengfeng HE Journal Article
How people prompt to create interactive VR scenes, Setareh AGHEL MANESH, Tianyi ZHANG, Yuki ONISHI, Kotaro HARA, Scott BATEMAN, Jiannan LI, and Anthony TANG Conference Proceeding Article
Towards automated slide augmentation to discover credible and relevant links, Dilan Dinushka SENARATH ARACHCHIGE, Christopher M. POSKITT, Kwan Chin (XU Guangjin) KOH, Heng Ngee MOK, and Hady Wirawan LAUW Conference Proceeding Article
Unveiling the dynamics of crisis events: Sentiment and emotion analysis via multi-task learning with attention mechanism and subject-based intent prediction, Phyo Yi WIN MYINT, Siaw Ling LO, and Yuhao ZHANG Journal Article
An adaptive secure and practical data sharing system with verifiable outsourced decryption, Shengmin XU, Xingshuo HAN, Guowen XU, Jianting NING, Xinyi HUANG, and Robert H. DENG Journal Article
Applicability and challenges of indoor localization using one-sided round trip time measurements, Quang Hai TRUONG, Xi Kai Justin LAM, Guru Anand ANISH, and Rajesh Krishna BALAN Conference Proceeding Article
Consistent3D: Towards consistent high-fidelity text-to-3D generation with deterministic sampling prior, Zike WU, Pan ZHOU, Xuanyu YI, Xiaoding YUAN, and Hanwang ZHANG Conference Proceeding Article
DAppSCAN: Building large-scale datasets for smart contract weaknesses in DApp Projects, Zibin ZHENG, Jianzhong SU, Jiachi CHEN, David LO, Zhijie ZHONG, and Mingxi YE Journal Article
Detecting foot strikes during running with earbuds, Changshuo HU, Thivya KANDAPPU, Jake STUCHBURY-WASS, Yang LIU, Anthony TANG, Cecelia MASCOLO, and Dong MA Conference Proceeding Article
Diffusion time-step curriculum for one image to 3D generation, Xuanyu YI, Zike WU, Qingshan XU, Pan ZHOU, Joo Hwee LIM, and Hanwang ZHANG Conference Proceeding Article
Efficient cross-modal video retrieval with meta-optimized frames, Ning HAN, Xun YANG, Ee-peng LIM, Hao CHEN, and Qianru SUN Journal Article
Enhancing code vulnerability detection via vulnerability-preserving data augmentation, Shangqing LIU, Wei MA, Jian WANG, Xiaofei XIE, Ruitao FENG, and Yang LIU Conference Proceeding Article
Ethical considerations toward protestware, Marc CHEONG, Raula KULA, and Christoph TREUDE Magazine Article
Few-shot learner parameterization by diffusion time-steps, Zhongqi YUE, Pan ZHOU, Richang HONG, Hanwang ZHANG, and SUN Qianru Conference Proceeding Article
Friendly sharpness-aware minimization, Tao LI, Pan ZHOU, Zhengbao HE, Xinwen CHENG, and Xiaolin HUANG Conference Proceeding Article
GTS: GPU-based Tree Index for Fast Similarity Search, Yifan ZHU, Ruiyao MA, Baihua ZHENG, Xiangyu KE, Lu CHEN, and Yunjun GAO Journal Article
InceptionNeXt: When Inception meets ConvNeXt, Weihao YU, Pan ZHOU, Shuicheng YAN, and Xinchao WANG Conference Proceeding Article
Let’s think outside the box: Exploring leap-of-thought in large language models with multimodal humor generation, Shanshan ZHONG, Zhongzhan HUANG, Shanghua GAO, Wushao WEN, Liang LIN, Marinka ZITNIK, and Pan ZHOU Conference Proceeding Article
Network-based representations and dynamic discrete choice models for multiple discrete choice analysis, Huy Hung TRAN and Tien MAI Journal Article
Privacy-preserving user recruitment with sensing quality evaluation in mobile crowdsensing, Jieying AN; Yanbing REN; Xinghua LI; Man ZHANG; Bin LUO; Yinbin MIAO; Ximeng LIU; and DENG, Robert H. Journal Article
Smart HPA: A resource-efficient horizontal pod auto-scaler for microservice architectures, Hussain AHMAD, Christoph TREUDE, Markus WAGNER, and Claudia SZABO Conference Proceeding Article
To protect or to hide: An investigation on corporate redacted disclosure motives under new FAST act regulation, Yan MA, Qian MAO, and Nan HU Journal Article
Unmasking the lurking: Malicious behavior detection for IoT malware with multi-label classification, Ruitao FENG, Sen LI, Sen CHEN, Mengmeng GE, Xuewei LI, and Xiaohong LI Conference Proceeding Article
VIOLET: Visual Analytics for Explainable Quantum Neural Networks, Shaolun RUAN, Zhiding LIANG, Qiang GUAN, Paul Robert GRIFFIN, Xiaolin WEN, Yanna LIN, and Yong WANG Journal Article
An adaptive large neighborhood search for the multi-vehicle profitable tour problem with flexible compartments and mandatory customers, Vincent F. YU, Nabila Yuraisyah SALSABILA, Aldy GUNAWAN, and Anggun Nurfitriani HANDOKO Journal Article
An evaluation of heart rate monitoring with in-ear microphones under motion, Kayla-Jade BUTKOW, Ting DANG, Andrea FERLINI, Dong MA, Yang LIU, and Cecilia MASCOLO Journal Article
A self-supervised dual-channel self-attention acoustic encoder for underwater acoustic target recognition, Xingmei WANG, Peiran WU, Boquan LI, Ge ZHAN, Jinghan LIU, and Zijian LIU Journal Article
Attribute-hiding fuzzy encryption for privacy-preserving data evaluation, Zhenhua CHEN, Luqi HUANG, Guomin YANG, Willy SUSILO, Xingbing FU, and Xingxing JIA Journal Article
BreathPro: Monitoring breathing mode during running with earables, Changshuo HU, Thivya KANDAPPU, Yang LIU, Cecilia MASCOLO, and Dong MA Journal Article
CMD: Co-analyzed IoT malware detection and forensics via network and hardware domains, Ziming ZHAO, Zhaoxuan LI, Jiongchi YU, Fan ZHANG, Xiaofei XIE, Haitao XU, and Binbin CHEN Journal Article
Compositional policy learning in stochastic control systems with formal guarantees, Dorde ZIKELIC, Mathias LECHNER, Abhinav Verma, Krishnendu CHATTERJEE, and Thomas A. HENZINGER Conference Proceeding Article
Diffusion-based negative sampling on graphs for link prediction, Yuan FANG and Yuan FANG Conference Proceeding Article
Enhancing visual grounding in vision-language pre-training with position-guided text prompts, Alex Jinpeng WANG, Pan ZHOU, Mike Zheng SHOU, and Shuicheng YAN Journal Article
Knowledge enhanced multi-intent transformer network for recommendation, Ding ZOU, Wei WEI, Feida ZHU, Chuanyu XU, Tao ZHANG, and Chengfu HUO Conference Proceeding Article
Large language models for qualitative research in software engineering: exploring opportunities and challenges, Muneera BANO, Rashina HODA, Didar ZOWGHI, and Christoph TREUDE Journal Article
Learning adversarial semantic embeddings for zero-shot recognition in open worlds, Tianqi LI, Guansong PANG, Xiao BAI, Jin ZHENG, Lei ZHOU, and Xin NING Journal Article
MultiGPrompt for multi-task pre-training and prompting on graphs, Xingtong YU, Chang ZHOU, Yuan FANG, and Xinming ZHAN Conference Proceeding Article
On the feasibility of Simple Transformer for dynamic graph modeling, Yuxia WU, Yuan FANG, and Lizi LIAO Conference Proceeding Article
Quantum machine learning for credit scoring, Nikolaos SCHETAKIS, Davit AGHAMALYAN, Micheael BOGUSLAVSKY, Agnieszka REES, Marc RAKOTOMALALA, and Paul Robert GRIFFIN Journal Article
Reinforcement Nash Equilibrium Solver, Xinrun WANG, Chang YANG, Shuxin LI, Pengdeng LI, Xiao HUANG, Hau CHAN, and Bo AN Conference Proceeding Article
SwapVid: Integrating video viewing and document exploration with direct manipulation, Taichi MURAKAMI, Kazuyuki FUJITA, Kotaro HARA, Kazuki TAKASHIMA, and Yoshifumi KITAMURA Conference Proceeding Article
The impact of avatar completeness on embodiment and the detectability of hand redirection in virtual reality, Martin FEICK, Andre ZENNER, Simon SEIBERT, Anthony TANG, and Antonio Krüger Conference Proceeding Article
Time-controllable keyword search scheme with efficient revocation in mobile e-health cloud, Yinbin MIAO; Feng LI; Xinghua LI; Zhiquan LIU; Jianting NING; Hongwei LI; Kim-Kwang Raymond CHOO; and DENG, Robert H. Journal Article
VAID: Indexing view designs in visual analytics system, Lu YING, Aoyu WU, Haotian LI, Zikun DENG, Ji LAN, Jiang WU, Yong WANG, Huamin QU, Dazhen DENG, and Yingcai WU Conference Proceeding Article
Impact of government outsourcing contracts on high-tech vendors: An empirical study, Yi DONG, Nan HU, Yonghua JI, Chenkai NI, and Jing XIE Journal Article
ACAV: A framework for automatic causality analysis in autonomous vehicle accident recordings, Huijia SUN, Christopher M. POSKITT, Yang SUN, Jun SUN, and Yuqi CHEN Conference Proceeding Article
Beyond a joke: Dead Code Elimination can delete live code, Haoxin TU, Lingxiao JIANG, Debin GAO, and He JIANG Conference Proceeding Article
Bidirectional paper-repository tracing in software engineering, Daniel GARIJO, Miguel ARROYO, Esteban GONZÁLEZ GUARDIA, Christoph TREUDE, and Nicola TAROCCO Conference Proceeding Article
Classifying source code: How far can compressor-based classifiers go?, Zhou YANG Conference Proceeding Article
Creative and correct: Requesting diverse code solutions from AI, Scott BLYTH, Markus WAGNER, and Christoph TREUDE Conference Proceeding Article
DronLomaly: Runtime log-based anomaly detector for DJI drones, Wei MINN, Naing Tun YAN, Lwin Khin SHAR, and Lingxiao JIANG Conference Proceeding Article
Editorial: Emerging on-demand passenger and logistics systems: Modelling, optimization, and data analytics, Jintao KE, Hai WANG, Neda MASOUD, Maximilian SCHIFFER, and Goncalo H. A. CORREIA Editorial
Encoding version history context for better code representation, Huy NGUYEN, Christoph TREUDE, and Patanamon THONGTANUNAM Conference Proceeding Article
Enhancing source code representations for deep learning with static analysis, Xueting GUAN and Christoph TREUDE Conference Proceeding Article
Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways, Tristan LIM Journal Article
Experience Report: Identifying common misconceptions and errors of novice programmers with ChatGPT, Hua Leong FWA Conference Proceeding Article
Exploring the potential of ChatGPT in automated code refinement: An empirical study, Qi GUO, Shangqing LIU, Junming CAO, Xiaohong LI, Xin PENG, Xiaofei XIE, and Bihuan CHEN Conference Proceeding Article
Extracting relevant test inputs from bug reports for automatic test case generation, Wendkuuni C. Ouédraogo, Laura Plein, Kader Kaboré, Andrew Habib, Jacques Klein, David LO, and Tegawende F. Bissyandé Conference Proceeding Article
FlGan: GAN-based unbiased federated learning under non-IID settings, Zhuoran MA, Yang LIU, Yinbin MIAO, Guowen XU, Ximeng LIU, Jianfeng MA, and Robert H. DENG Journal Article
GitHubInclusifier: Finding and fixing non-inclusive language in GitHub repositories, Liam TODD, John GRUNDY, and Christoph TREUDE Conference Proceeding Article
Going viral: Case studies on the impact of protestware, Youmei FAN, Dong WANG, Supastsara WATTANAKRIENGKRAI, Hathaichanok DAMRONGSIRI, Christoph TREUDE, Hideaki HATA, and Raula Gaikovina KULA Conference Proceeding Article
Improving automated code reviews: Learning from experience, Hong Yi LIN, Patanamon THONGTANUNAM, Christoph TREUDE, and Wachiraphan CHAROENWET Conference Proceeding Article
Marco: A stochastic asynchronous concolic explorer, Jie HU, Yue DUAN, and Heng YIN Conference Proceeding Article
My GitHub Sponsors profile is live!": Investigating the impact of Twitter/X mentions on GitHub Sponsors, Youmei FAN, Tao XIAO, Hideaki HATA, Christoph TREUDE, and Kenichi MATSUMOTO Conference Proceeding Article
REDriver: Runtime enforcement for autonomous vehicles, Yang SUN, Christopher M. POSKITT, Xiaodong ZHANG, and Jun SUN Conference Proceeding Article
sFuzz2.0: Storage-access pattern guided smart contract fuzzing, Haoyu WANG, Zan WANG, Shuang LIU, Jun SUN, Yingquan ZHAO, Yan WAN, and Duy Tai NGUYEN Journal Article
Teaching software development for real-world problems using a microservice-based collaborative problem-solving approach, Yi Meng LAU, Christian Michael KOH, and Lingxiao JIANG Conference Proceeding Article
The impact of bug localization based on crash report mining: A developers' perspective, Marcos MEDEIROS, Uirá KULESZA, Roberta COELHO, Rodrigo BONIFACIO, Christoph TREUDE, and Eiji Adachi BARBOSA Conference Proceeding Article
Towards low-resource rumor detection: Unified contrastive transfer with propagation structure, Hongzhan LIN, Jing MA, Ruichao YANG, Zhiwei YANG, and Mingfei CHENG Journal Article
Unleashing the power of Clippy in real-world Rust projects, Chunmiao LI, Yijun YU, Haitao WU, Luca CARLIG, Shijie NIE, and Lingxiao JIANG Conference Proceeding Article
W4-Groups: Modeling the who, what, when and where of group behavior via mobility sensing, Akansha ATREY, Camellia ZAKARIA, Rajesh Krishna BALAN, and Prashant SHENOY Journal Article
Publicly verifiable and secure SVM classification for cloud-based health monitoring services, Dian LEI, Jinwen LIANG, Chuan ZHANG, Ximeng LIU, Daojing HE, Liehuang ZHU, and Song GUO Journal Article
Adversarial learning for coordinate regression through k-layer penetrating representation, Mengxi JIANG, Yulei SUI, Yunqi. LEI, Xiaofei XIE, Cuihua LI, Yang LIU, and Ivor W. TSANG Journal Article
Application of collaborative learning paradigms within software engineering education: A systematic mapping study, Rita GARCIA, Christoph TREUDE, and Andrew VALENTINE Conference Proceeding Article
A simulated annealing with variable neighborhood descent approach for the heterogeneous fleet vehicle routing problem with multiple forward/reverse cross-docks, Vincent F. YU, Pham Tuan ANH, Aldy GUNAWAN, and Hsun HAN Journal Article
Community similarity based on user profile joins, Konstantinos THEOCHARIDIS and Hady Wirawan LAUW Conference Proceeding Article
Conditional neural heuristic for multiobjective vehicle routing problems, Mingfeng FAN, Yaoxin WU, Zhiguang CAO, Wen SONG, Guillaume SARTORETTI, Huan LIU, and Guohua WU Journal Article
DDoS family: A novel perspective for massive types of DDoS attacks, Ziming ZHAO, Zhaoxuan LI, Zhihao ZHOU, Jiongchi YU, Zhuoxue SONG, Xiaofei XIE, Fan ZHANG, and Rui ZHANG Journal Article
DiTMoS: Delving into diverse tiny-model selection on microcontrollers, Xiao MA, Shengfeng HE, Hezhe QIAO, and Dong MA Conference Proceeding Article
Fixing your own smells: Adding a mistake-based familiarization step when teaching code refactoring, Ivan Wei Han TAN and Christopher M. POSKITT Conference Proceeding Article
Harnessing the advances of MEDA to optimize multi-PUF for enhancing IP security of biochips, Chen DONG, Xiaodong GUO, Sihuang LIAN, Yinan YAO, Zhenyi CHEN, Yang YANG, and Zhanghui LIU Journal Article
Hypergraphs with attention on reviews for explainable recommendation, Theis E. JENDAL, Trung Hoang LE, Hady Wirawan LAUW, Matteo LISSANDRINI, Peter DOLOG, and Katja HOSE Conference Proceeding Article
Iterative graph self-distillation, Hanlin ZHANG, Shuai LIN, Weiyang LIU, Pan ZHOU, Jian TANG, Xiaodan LIANG, and Eric XING Journal Article
Knowledge generation for zero-shot knowledge-based VQA, Rui CAO and Jing JIANG Conference Proceeding Article
Meta-Interpretive LEarning with Reuse, Rong WANG, Jun SUN, Cong TIAN, and Zhenhua DUAN Journal Article
Monocular BEV perception of road scenes via front-to-top view projection, Wenxi LIU, Qi LI, Weixiang YANG, Jiaxin CAI, Yuanhong YU, Yuexin MA, Shengfeng HE, and Jia PAN Journal Article
Multiobjective Stochastic Optimization: A Case of Real-Time Matching in Ride-Sourcing Markets, Guodong LYU, Wang Chi CHEUNG, Chung-Piaw TEO, and Hai WANG Journal Article
Non-monotonic generation of knowledge paths for context understanding, Pei-chi LO and Ee-peng LIM Journal Article
On the effects of information asymmetry in digital currency trading, Kwansoo KIM and Robert John KAUFFMAN Journal Article
Revisiting the Markov Property for machine translation, Cunxiao DU, Hao ZHOU, Zhaopeng TU, and Jing JIANG Conference Proceeding Article
Screening through a broad pool: Towards better diversity for lexically constrained text generation, Changsen YUAN, Heyan HUANG, Yixin CAO, and Qianwen CAO Journal Article