The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

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Submissions from 2027

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LogUpdater: Automated detection and repair of specific defects in logging statements, Renyi ZHONG, Yichen LI, Jinxi KUANG, Wenwei GU, Yintong HUO, and R. Michael LYU Journal Article

Submissions from 2026

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Generative AI adoption and solvers' popularity on supply-driven crowdsourcing platforms: The dual role of price signals, Zimeng ZHU, Carol HSU, Fiona Fui-hoon NAH, and Na LIU Journal Article

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Defense-to-attack: Bypassing weak defenses enables stronger jailbreaks in vision-language models, Yunhan ZHAO, Xiang ZHENG, Yige LI, and Xingjun MA Journal Article

Attention-driven pseudo-label self-training for weakly supervised video anomaly detection, Zhiwei YANG, Jing LIU, Guansong PANG, Peng WU, and Zhaoyang WU Journal Article

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Neural symphony of flow experience: Evidence for high-dimensional metastable dynamics, Abdelrahman B. M. ELDALY, Kris Zhangguang KANG, Fiona Fui-hoon NAH, Leanne Lai-Hang CHAN, Keng SIAU, Xiao Fan LIU, Richard HUSKEY, Langtao CHEN, Tejaswini YELAMANCHILI, and Rene WEBER Journal Article

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PRUNE: A patching based repair framework for certifiable and privacy-robust unlearning of neural networks, Xuran Li, Jingyi Wang, Xiaohan Yuan, and Peixin ZHANG Journal Article

Leveraging analytics to enhance the impact of telehealth, Qian TANG and Anqi ZHAO Book Chapter

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LLM-based early rumor detection with imitation agent, Fengzhu ZENG, Qian SHAO, Ling CHENG, Wei GAO, Shih-Fen CHENG, Jing MA, and Cheng NIU Conference Proceeding Article

Influence persistence maximization in temporal social networks, Xueqin CHANG, Qing LIU, Baihua ZHENG, and Yunjun GAO Journal Article

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Beyond hard constraints: budget-conditioned reachability for safe offline reinforcement learning, BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA and Akshat KUMAR Conference Proceeding Article

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Constrained assortment optimization under the mixed-logit model, Hoang Giang PHAM and Tien MAI Journal Article

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Deep learning for video anomaly detection: A review, Peng WU, Chengyu PAN, Yuting YAN, Guansong PANG, Qingsen YAN, Peng WANG, and Yanning ZHANG Journal Article

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Late-night and early-morning train scheduling with non-traffic hour maintenance window in urban rail transit systems, Yaochen MA, Hai YANG, and Hai WANG Journal Article

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MultiCBR: Multi‑view contrastive learning for bundle recommendation, Yunshan MA, Yingzhi HE, Xiang WANG, Yinwei WEI, Xiaoyu DU, Yuyangzi FU, and Tat‑Seng CHUA Journal Article

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Multimodal contrastive spatiotemporal self-organizing neural networks for in-home activity learning of mild cognitive impairment, Seng Khoon TEH, Ah-hwee TAN, Kar Way TAN, and Iris RAWTAER Journal Article

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Survey on learning-based dynamic fault localization: From traditional machine learning to large language models, Chunyan LIU, Yan LEI, Huan XIE, Jinping WANG, Yue YU, and David LO Journal Article

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A pruning-based question-answering for interactive video search: a simple baseline, Yu Tong CHENG, Phuong Anh NGUYEN, and Chong-wah NGO Conference Proceeding Article

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A survey of earable technology: Trends, tools, and the road ahead, Changshuo HU, Qiang YANG, Yang LIU, Tobias RÖDDIGER, Kayla-Jade BUTKOW, Mathias CILIBERTO, Adam Luke PULLIN, Jake STUCHBURY-WASS, Mahbub HASSAN, Cecilia MASCOLO, and Dong MA Journal Article

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Benchmarking gaslighting negation attacks against multimodal large language models, Bin ZHU, Yinxuan GUI, Huiyan QI, Jingjing CHEN, Chong-wah NGO, and Ee-peng LIM Conference Proceeding Article

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Co-designing with autistic livestreamers: care, constraints, and trade-offs in livestreaming, Terrance MOK, Anthony TANG, and Lora OEHLBERG Conference Proceeding Article

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Extensive and intensive margin labor supply on ride-sourcing platforms, Hao SUN, Hai WANG, and Zhixi WAN Journal Article

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“From remembering to shaping”: Narrating shared experiences by co-designing cultural heritage artifacts in collaborative VR, Yushang YANG, Fanxu MENG, Fiona Fui-hoon NAH, and L. C. RAY Conference Proceeding Article

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Frozen LVLMs for micro-video recommendation: a systematic study of feature extraction and fusion, Huatuan SUN, Yunshan MA, Changguang WU, Yanxin ZHANG, Pengfei WANG, and Xiaoyu DU Conference Proceeding Article

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“Grandpa, can you speak nicer?”: envisioned chatbot roles and design tensions in intergenerational communication conflicts, Tianyi ZHANG, Emran Bin Elias POH, Yueyue HOU, Yi-Chieh LEE, Renwen ZHANG, Jiannan LI, and Anthony TANG Conference Proceeding Article

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Group conversational agents: A review of designs that support and shape group interaction, ShunYi YEO, Tianyi ZHANG, Scott BATEMAN, Gary HSIEH, Young-Ho KIM, Simon Tangi PERRAULT, Jiannan LI, and Anthony TANG Conference Proceeding Article

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HyDPN: A Hybrid Deep Reinforcement Learning, Programming, and Neighborhood Operations framework for integrated scheduling on parallel batch processing machines, Yuqi WANG, He LUO, Guoqiang WANG, and Zhaoxia WANG Journal Article

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InterFold: learning interpretable diffusion manifolds beyond binary samples, Alexander Vincent LEWI, Rainer TAN, and Shengfeng HE Conference Proceeding Article

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Language embeddings meet shallow autoencoders, Rodrigo ALVES, Vojtěch VANČURA, Pavel KORDÍK, and Antoine LEDENT Conference Proceeding Article

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Not too early, not all at once: Design tensions in AI-mediated self-disclosure in online dating, Pei-Hua TSAI, Tianyi ZHANG, Emran Bin Elias POH, Anthony TANG, and Yung-Ju CHANG Conference Proceeding Article

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On-the-Fly Generation-Quality Enhancement of Deep Code Models via Model Collaboration, Weifeng Sun, Naiqi Huang, Meng Yan, Zhongxin Liu, Hongyan Li, Yan Lei, and David LO Journal Article

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PatchFuzz: Patch fuzzing for JavaScript engines, Junjie WANG, Zhihua XIE, Xiaofei XIE, Xiaoning DU, and Xiangwei ZHANG Journal Article

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PPG-Sport: a dataset for reliable heart rate monitoring from wrist PPG under dynamic sports conditions, Changshuo HU, Hung Manh PHAM, Yiming ZHANG, Guanru YAN, Xiao MA, Yuezhong WU, Thivya KANDAPPU, Archan MISRA, and Dong MA Journal Article

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RoDE: Linear rectified mixture of diverse experts for food large multi-modal models, Pengkun JIAO, Xinlan WU, Bin ZHU, Jingjing CHEN, Chong-wah NGO, and YU-GANG Conference Proceeding Article

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SAM3-LiteText: An anatomical study of the SAM3 text encoder for efficient vision-language segmentation, Chengxi ZENG, Yuxuan JIANG, Ge GAO, Shuai WANG, Duolikun DANIER, Bin ZHU, Stevan RUDINAC, David BULL, and Fan ZHANG Conference Proceeding Article

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Scaling up multi-agent reinforcement learning for large agent teams and long-horizon tasks: A survey, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article

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SoK: Understanding zkVM: from research to practice, Guomin YANG, Yunbo YANG, Yuejia CHENG, Haibo TANG, Bingsheng ZHANG, and Kui REN Conference Proceeding Article

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The AI shift: How leaders can avoid falling behind?, Steven Miller and Varunika Goyal Video

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The stars align: Modeling user rating calibration with sparse semantic review features, Rodrigo ALVES and Antoine LEDENT Conference Proceeding Article

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To wait or to transfer? A three-level optimization framework for intermodal transfer coordination in first train timetabling and bus bridging services management, Hao LI, Liujiang KANG, Norman WEIK, Huijun SUN, Qingying LAI, and Zhiguang CAO Journal Article

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Vehicle-based multi-services for future smart cities, Hao SUN, Jinhua ZHAO, Hai YANG, Shenhao WANG, Hamsa BALAKRISHNAN, Thomas W. MALONE, and Hai WANG Journal Article

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VideoCreator: An agentic system for multi-turn video production, Zhengyang LIANG, Yan SHU, Cathal GURRIN, Nicu SEBE, and Lizi LIAO Conference Proceeding Article

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When politics meets digital assets: Gender identity salience and NFT pricing after Roe v. Wade, Xiang LIU, Yao ZHAO, and Ping Fan KE Conference Proceeding Article

Effectiveness of ChatGPT as a team member in data science project, Michelle L. F. CHEONG and Yun-Chen CHEN Conference Proceeding Article

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Causality-driven test case minimisation for cyber-physical systems, Michael FOSTER, Christopher M. POSKITT, Nicholas R. LATIMER, Neil WALKINSHAW, Richard SOMERS, and Robert M. HIERONS Journal Article

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Collaborative practices and tool utilization in software development projects: A student perspective, Yi Meng LAU, Muhammad Syahmi Bin ABBAS, and Lingxiao JIANG Conference Proceeding Article

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Generation of elaborated, targeted and effective feedback for novice programmers using LLM, Hua Leong FWA Conference Proceeding Article

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Market reactions to deceptive language in fake news: implications from language expectancy theory and transfer learning, Ka Chung NG, Ping Fan KE, Ping Fan, Mike SO, TAM, and Kar Yan Journal Article

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MEASE: Multi-agent Episodic Action Sequence Explanation, Phyo Wai KHAING, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

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Open source software development tool installation: Challenges and strategies for novice developers, Larissa Salerno, Christoph TREUDE, and Patanamon Thongtanunam Journal Article

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Quantitative bounds on resource usage of probabilistic programs, Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC Journal Article

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Synthesis and evaluation of long-term history-aware medical dialogue, Hebin HU, Renke DAI, Ah-hwee TAN, and Yilin KANG Conference Proceeding Article

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AgentSpec: Customizable runtime enforcement for safe and reliable LLM agents, Haoyu WANG, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

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ConfLogger: Enhance systems’ configuration diagnosability through configuration logging, Shiwen SHAN, Yintong HUO, Yuxin SU, Zhining WANG, Dan LI, and Zibin ZHENG Conference Proceeding Article

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Developing blockchain-based transparent e-commerce solutions for Danish SMEs to promote sustainable design products, Somnath MAZUMDAR, Robert John KAUFFMAN, Thomas JENSEN, Raghava Rao MUKKAMALA, and Jan DAMSGAARD Journal Article

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HyperSiniel: Guaranteed output delivery comes (almost) free in private delegation of zkSNARKs, Yunbo Yang; Yuejia Cheng; Junkai Liang; Kailun Wang; Xuanming Liu; Xiaoguo Li; Jianfei SUN; Jiachen Shen; Xiaolei Dong; Zhenfu Cao; Meng HAO; Guomin YANG; DENG, Robert H.; and Kui Ren Journal Article

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Learning feature inversion for multi-class anomaly detection under general-purpose COCO-AD benchmark, Jiangning ZHANG, Chengjie WANG, Xiangtai LI, Guanzhong TIAN, Zhucun XUE, Yong LIU, Guansong PANG, and Dacheng TAO Journal Article

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Portrait shadow removal via self-exemplar illumination equalization, Qian HUANG, Cheng XU, Guiqing LI, Ziheng WU, Shengxin LIU, and Shengfeng HE Conference Proceeding Article

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Super LiDAR intensity for robotic perception, Wei GAO, Jie ZHANG, Mingle ZHAO, Zhiyuan ZHANG, Shu KONG, Maani GHAFFARI, Dezhen SONG, Chengzhong XU, and Hui KONG Journal Article

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Weakly supervised video anomaly detection and localization with spatio-temporal prompts, Peng WU, Xuerong ZHOU, Guansong PANG, Zhiwei YANG, Qingsen YAN, Peng WANG, and Yanning ZHANG Conference Proceeding Article

Prompt engineering in LLMs for automated unit test generation: A large-scale study, Wendkuuni C. Ouedraogo, Abdoul Kader Kabore, Yinghua Li, Haoye Tian, Anil Koyuncu, Jacques Klein, David LO, and Tegawende F. Bissyande Journal Article

Txtail: A practical transaction relay incentive scheme for Bitcoin, Xiaopeng DAI, Qianhong WU, Mingming WANG, Bo QIN, Fuyang DENG, Mingzhe ZHAI, and Robert H. DENG Journal Article

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A knowledge transfer-based membrane evolutionary algorithm for solving large-scale sorted waste collection problem with timeliness, Wenxue ZHANG, Boquan GAO, Aldy GUNAWAN, Yunyun Niu, and Jianhua Xiao Journal Article

ChatTracker: Enhancing visual tracking via LLM-driven iterative description refinement, Yu ZHANG; Yiming SUN; Mi ZHANG; Fan YU; Shaoxiang CHEN; Yang LI; Changbo WANG; Jianke ZHU; and HOI, Steven C. H. Journal Article

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CodeUltraFeedback: An LLM-as-a-Judge dataset for aligning Large Language Models to coding preferences, Martin Weyssow, Aton Kamanda, Xin ZHOU, and Houari Sahraoui Journal Article

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Compositions of variant experts for integrating short-term and long-term preferences, Dinh Hieu DO and Hady Wirawan LAUW Journal Article

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Comprehensively evaluating the perception systems of autonomous vehicles against hazards, Xiaodong ZHANG, Jie BAO, Jianlei CHI, Jun SUN, and Zijiang YANG Journal Article

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CylindFormer: Image-to-Point cloud registration with cylindrical transformer, Jingtao WANG, Hao TANG, Yanpeng SUN, Shengfeng HE, and Zechao LI Journal Article

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Deep learning approaches for anti-money laundering on mobile transactions: Review, framework, and directions, Jiani FAN, Lwin Khin SHAR, Ruichen ZHANG, Ziyao LIU, Wenzhuo YANG, Dusit NIYATO, and Kwok-Yan LAM Journal Article

Evolving task-agnostic features from task-specific priors for multi-task dense prediction, Qi LI, Jiexin LUO, Wenqi DENG, Wenjie YANG, Fei CHEN, Yuanlong YU, Jia PAN, Shengfeng HE, and Wenxi LIU Journal Article

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Exploring Neural Network structure code reuse in the open-source community for improving maintenance, Xiaoning Ren, Yuekun WANG, Chongyang Liu, Yueming Wu, Qiang Hu, Lijun Zhang, and Yinxing Xue Journal Article

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Improving credit card transaction fraud detection using CVQBoosting, Bethel Hui Ting LOKE, Nirvik SAHOO, Bingyan GUAN, Minrui XU, Dev VERMA, and Paul R. GRIFFIN Conference Proceeding Article

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Interpretable machine learning for personalized profiling of mild cognitive impairment from daily activities, Budhitama SUBAGDJA, Ah-hwee TAN, Kenneth KWOK, and Iris RAWTAER Conference Proceeding Article

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Invert your prompt: Editing-aware diffusion inversion, Yangyang XU, Wenqi SHAO, Yong DU, Haiming ZHU, Yang ZHOU, Jiayuan XIE, Ping LUO, and Shengfeng HE Journal Article

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Learning to search for vehicle routing with multiple time windows, Kuan XU, Zhiguang CAO, Chenlong ZHENG, and Lindong LIU Journal Article

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Navigation beyond wayfinding: Robots collaborating with visually impaired users for environmental interactions, Shaojun Cai, Nuwan Janaka, Ashwin Ram, Janidu Shehan, Yingjia Wan, Kotaro HARA, and David Hsu Conference Proceeding Article

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OpenCIL: Benchmarking out-of-distribution detection in class incremental learning, Wenjun MIAO, Guansong PANG, Trong-Tung NGUYEN, Ruohuan FANG, Jin ZHENG, and Xiao BAI Journal Article

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PLM-effector: Unleashing the potential of protein language models for bacterial secreted protein prediction, Dandan Zheng, Lihong Chen, Guansong PANG, and Jian Yang Journal Article

Secure multi-character searchable encryption supporting rich search functionalities, Qing WANG, Donghui HU, Meng LI, Yan QIAO, Guomin YANG, and Mauro CONTI Journal Article

Single-frame supervision for temporal video anomaly grounding, Yuzhou LONG, Peng WU, Yuting YAN, Guansong PANG, Peng WANG, and Yanning ZHANG Journal Article

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CellScout: Visual analytics for mining biomarkers in cell state discovery, Rui SHENG, Zelin ZANG, Jiachen WANG, Yan LUO, Zixin CHEN, Yan ZHOU, Shaolun RUAN, and Huamin QU Journal Article

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Constrained pricing in logit-based revenue management, Qian SHAO, Tien MAI, and Shih-Fen CHENG Journal Article

Cost-effective adversarial attacks against Code LLM with model attention, Weifeng SUN, Naiqi HUANG, Meng YAN, Li HUANG, Zhangxin LIU, Xiao LIU, and David LO Journal Article

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Defending Code Language Models against backdoor attacks with deceptive cross-entropy loss, Guang YANG, Yu ZHOU, Xiangyu ZHANG, Xiang CHEN, Terry Yue ZHUO, David LO, and Taolue CHEN Journal Article

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Efficient function orchestration for Large Language Models, Xiaoxia LIU, Peng DI, Cong LI, Jun SUN, and Jingyi WANG Journal Article

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Exploring JVM Garbage Collector testing with event-coverage, Kai ZHENG, Yingquan ZHAO, Junjie CHEN, Hanmo YOU, Haoyu WANG, Haoyu WANG, and Tianchang GAO Journal Article

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FCGHunter: Towards evaluating robustness of graph-based Android malware detection, Shiwen SONG, Xiaofei XIE, Ruitao FENG, Qi GUO, and Sen CHEN Journal Article

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Fortifying the seams between C/C++ and Rust: Characterizing bugs in interop tools, Xuemeng CAI, Jiakun LIU, Cunyang LIU, Lingfeng BAO, Yijun YU, and Lingxiao JIANG Journal Article

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G-TRAC: Graph-textual representations alignment for cold-start recommendations, Li Yang CHANG, Yuan FANG, Ming Feng TSAI, and Chuan Ju WANG Conference Proceeding Article

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Lagrangian motion fields for long-term motion generation, Yifei YANG, Zikai HUANG, Chenshu XU, and Shengfeng HE Journal Article

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Less is more: DocString compression in code generation, Guang YANG, Yu ZHOU, Wei CHENG, Xiangyu ZHANG, Xiang CHEN, Terry Yue ZHUO, Xin ZHOU, Ke LIU, David LO, and Taolue CHEN Journal Article

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Light cone cancellation for variational quantum eigensolver in solving noisy Max-Cut, Xinwei Lee, Xinjian Yan, Ningyi Xie, Yoshiyuki Saito, Leo Kurosawa, Nobuyoshi Asai, Dongsheng Cai, and Hoong Chuin LAU Journal Article

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PriSrv+: Privacy and usability-enhanced wireless service discovery with fast and expressive matchmaking encryption, Yang YANG; Guomin YANG; Yingjiu LI; Pengfei WU; Rui SHI; Minming HUANG; Jian WENG; Hwee Hwa PANG; and DENG, Robert H. Conference Proceeding Article

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Prompt tuning without labeled samples for Zero-Shot Node Classification in text-attributed graphs, Sethupathy Parameswaran, Suresh Sundaram, and Yuan FANG Conference Proceeding Article

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Quantum Chebyshev transform-based graph neural networks for financial fraud detection, Minrui XU, Bingyan GUAN, Bethel Hui Ting LOKE, and Paul R. GRIFFIN Journal Article

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The Feelit System: Application content-aware perspectives and challenges on understanding user likes in social network posts, Konstantinos THEOCHARIDIS, Hady W. LAUW, and Panagiotis KARRAS Journal Article

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VERCATION: Precise vulnerable open-source software version identification based on static analysis and LLM, Yiran CHENG, Ting ZHANG, Lwin Khin SHAR, Shouguo YANG, Chaopeng DONG, David LO, Shichao LV, Zhiqiang SHI, and Limin SUN Journal Article

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Zero-shot video translation via token warping, Haiming ZHU, Yangyang XU, Jun YU, and Shengfeng HE Journal Article

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A case study of gender and online team communication in software engineering education, Rita GARCIA and Christoph TREUDE Journal Article

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Actor-critic for continuous action chunks: a reinforcement learning framework for long-horizon robotic manipulation with sparse reward, Jiarui YANG, Bin ZHU, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding Article

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A general algorithm for assortment optimization under random utility choice models, Tien MAI and Andrea LODI Book Chapter