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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Analyzing developer discussions on EU and US privacy legislation compliance in GitHub repositories, Georgia M. KAPITSAKI, Maria PAPOUTSOGLOU, Christoph TREUDE, and Ioanna THEOPHILOU 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

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Semantic-structural decoupling: Disentangling semantic attention from structural bias in the attention manifold, Pengkun JIAO, Bin ZHU, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding Article

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SpatialImaginer: Towards adaptive visual imagination for spatial reasoning, Yian LI, Yang JIAO, Bin ZHU, Tianwen QIAN, Shaoxiang CHEN, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding Article

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DDOR: Delta debugging for explainable overrefusal testing and repair, Qinyan ZHOU, Peixin ZHANG, Jun SUN, Haonan ZHANG, and Dongxia WANG Conference Proceeding Article

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Mutation-based multi-agent test case update, Dawei TIAN, Jiakun LIU, Yun PENG, Yichen ZHANG, Jianlei CHI, Jun SUN, and Xiaohong SU Conference Proceeding 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

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Restoring linguistic grounding in VLA models via train-free attention recalibration, Ninghao ZHANG, Bin ZHU, Shijie ZHOU, and Jingjing CHEN Conference Proceeding Article

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Definitions and mathematical models of OP variants, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

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Efficient and universal watermarking for LLM-generated code detection, Boquan LI, Zirui FU, Mengdi ZHANG, Peixin ZHANG, Jun SUN, and Xingmei WANG Journal Article

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Efficient test-time retrieval augmented generation, Hailong YIN, Bin ZHU, Jingjing CHEN, and Chong-wah NGO 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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Accountable agents in software engineering: an analysis of terms of service and a research roadmap, Christoph TREUDE Conference Proceeding Article

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A dataset of agentic AI coding tool configurations, Matthias GALSTER, Seyedmoein MOHSENIMOFIDI, Levi BÖHME, Jai Lal LULLA, Muhammad Auwal ABUBAKAR, Christoph TREUDE, and Sebastian BALTES Conference Proceeding Article

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A framework for top-k queries with constrained preferences, Kyriakos MOURATIDIS, NIKOLAOS CHALOULAKOS, and Bo TANG Journal Article

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AIR: Improving agent safety through incident response, Zibo XIAO, Jun SUN, and Junjie CHEN Conference Proceeding Article

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Anomaly management in unmanned aerial vehicles: A systematic literature review, IVAN TAN WEI HAN, Christopher M. POSKITT, Lingxiao JIANG, and Lwin Khin SHAR 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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Configuring agentic AI coding tools: An exploratory study, Matthias GALSTER, Seyedmoein MOHSENIMOFIDI, Jai Lal LULLA, Muhammad Auwal ABUBAKAR, Christoph TREUDE, and Sebastian BALTES 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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Operationalizing ethics for AI agents: How developers encode values into repository context files, Christoph TREUDE, Sebastian BALTES, and Marc CHEONG Conference Proceeding Article

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OSCBench: Benchmarking object state change in text-to-video generation, Xianjing HAN, Bin ZHU, Shiqi HU, Franklin Mingzhe LI, Patrick CARRINGTON, Roger ZIMMERMANN, and Jingjing CHEN Conference Proceeding Article

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Rendering data unlearnable by exploiting LLM alignment mechanisms, Ruihan ZHANG and Jun SUN Conference Proceeding Article

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Spatiotemporal sycophancy: Negation-based gaslighting in video large language models, Ziyao TANG, Pengkun JIAO, Bin ZHU, Huiyan QI, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding 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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Towards uniformity and alignment for multimodal representation learning, Wenzhe YIN, Pan ZHOU, Zehao XIAO, Jie LIU, Shujian YU, Jan-Jakob SONKE, and Efstratios GAVVES Conference Proceeding Article

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Train in vain: Functionality-preserving poisoning to prevent unauthorized use of code datasets, Yuan XIAO, Yuchen CHEN, Jiaming WANG, Wei SONG, Jun SUN, Shiqing MA, Yanzhou MU, Juan ZHAI, Chunrong FANG, Jin Song DONG, and Zhenyu CHEN Conference Proceeding Article

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TranX-Adapter: Bridging artifacts and semantics within MLLMs for robust AI-generated image detection, Wenbin WANG, Yuge HUANG, Jianqing XU, Yue YU, Jiangtao YAN, Shouhong DING, Pan ZHOU, and Yong LUO Conference Proceeding Article

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Variational speculative decoding: Rethinking draft training from token likelihood to sequence acceptance, Xiandong ZOU, Jianshu LI, Jing HUANG, and Pan ZHOU Conference Proceeding Article

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Anatomical domain shifts: Test-time heterogeneous adaptation for 3D human pose prediction, Qiongjie CUI, Pan ZHOU, Jingjing CHEN, and Na ZHAO Conference Proceeding 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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Context matters: Auditing gender bias in T2I generation through risk-tiered use-case profiles, JOSE LUIS LUNA CAMPOVERDE, Yankun WU, Xiaofei XIE, and Noa GARCIA 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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Hide-and-sweep: Detecting concealed cameras via LED illumination sweeps, Jonghyuk YUN, Jaeyoung MOON, Yunseo PARK, Sean Rui Xiang TAN, Byunghyun KIM, Rajesh Krishna BALAN, and Jun HAN Conference Proceeding Article

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History to future: Evolving agent with experience and thought for zero-shot vision-and-language navigation, Guangzhao DAI, Shuo WANG, Zihan WANG, Guo-Sen XIE, Yang YANG, Jinshan PAN, Qianru SUN, and Xiangbo SHU 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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RC-NF: Robot-conditioned normalizing flow for real-time anomaly detection in robotic manipulation, Shijie ZHOU, Bin ZHU, Jiarui YANG, Xiangyu ZHAO, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding 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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Enhancing action and ingredient modeling for semantically grounded recipe generation, Guoshan LIU, Bin ZHU, Yian LI, Jingjing CHEN, Chong-wah NGO, and Yu-Gang JIANG Conference Proceeding Article

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Fighting against recruitment scams: Theory-driven supervised learning and empirical analysis for digital fraudulent recruitment posting behavior, Tom (Tianteng) WANG, David (Jingjun) XU, Keng SIAU, and Zhongju (John) ZHANG Journal Article

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Func: Reducing the impact of Android framework evolution on malware detection, Hailong YU, Tiantian WANG, Lwin Khin SHAR, Hanmeng LI, and David LO Journal 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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Natural adversaries: Fuzzing autonomous vehicles with realistic roadside object placements, Yang SUN, Haoyu WANG, Christopher M. POSKITT, and Jun SUN 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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Selective concolic testing, Guofeng ZHANG, Zhenbang CHEN, Ziqi SHUAI, Jun SUN, Weijiang HONG, Yufeng ZHANG, Ji WANG, and Yang LIU Conference Proceeding 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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Be responsible in your answers! Monitoring out-of-domain behaviors in domain-specific LLMs, Boquan LI, Chenzhe LOU, Zhe REN, Peixin ZHANG, Zirui FU, Jun SUN, and Yaowen ZHENG Conference Proceeding Article

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Bridging draft policy misalignment: Group tree optimization for speculative decoding, Shijing HU, Jingyang LI, Zhihui LU, and Pan ZHOU 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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Distributional vision-language alignment by Cauchy-Schwarz divergence, Wenzhe YIN, Zehao XIAO, Pan ZHOU, Shujian YU, Jiayi SHEN, Jan-Jakob SONKE, and Stratis GAVVES Conference Proceeding Article

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Dragging with geometry: From pixels to geometry-guided image editing, Xinyu PU, Hongsong WANG, Jie GUI, and Pan ZHOU Conference Proceeding Article

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DreamCS: Geometry-aware text-to-3D generation with unpaired 3D reward supervision, Xiandong ZOU, Ruihao XIA, Hongsong WANG, and Pan ZHOU Conference Proceeding Article

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From spatial to actions: Grounding vision-language-action model in spatial foundation priors, Zhengshen ZHANG, Hao LI, Yalun DAI, Zhengbang ZHU, Lei ZHOU, Chenchen LIU, Dong WANG, Francis E. H. TAY, Sijin CHEN, Ziwei LIU, Yuxiao LIU, Xinghang LI, and Pan ZHOU Conference Proceeding 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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LLMQuA: Practical backdoor injection on large language model quantization, Xiangxiang CHEN, Peixin ZHANG, Jun SUN, Jin Song DONG, Wenhai WANG, and Jingyi WANG Conference Proceeding Article

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Managing reproducibility debt in scientific software: A practical framework, Zara HASSAN, Christoph TREUDE, Graham WILLIAMS, Michael NORRISH, and Alex POTANIN Conference Proceeding Article

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PenForge: On-the-fly expert agent construction for automated penetration testing, Huihui HUANG, Jieke SHI, Junkai CHEN, Ting ZHANG, Yikun LI, Chengran YANG, Eng Lieh OUH, Lwin Khin SHAR, and David LO Conference Proceeding 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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Prompting frameworks for large language models: A survey, Xiaoxia LIU, Jingyi WANG, Jun SUN, Xiaohan YUAN, Guoliang DONG, Peng DI, Wenhai WANG, and Dongxia WANG Journal Article