Recent Additions to InK Institutional Knowledge at Singapore Management University*
MetaRAG: Identifying website owner using meta-path-guided dynamic graph retrieval-augmented generation
Cheng TU, Yunshan MA, Bingyang GUO, Qianyu LI, Yang LI, Min ZHANG, Fan SHI, and Xiang WANG
STPrompt++: Prompting vision-language models for weakly supervised video anomaly detection and fine-grained localization
Peng WU, Chengyu PAN, Guansong PANG, Xiangteng HE, Zhiwei YANG, Peng WANG, and Yanning ZHANG
AI failures in the eyes of the downstream developer: A first look at concerns, practices, and challenges
Haoyu GAO, Mansooreh ZAHEDI, Wenxin JIANG, Hong Yi LIN, James C. DAVIS, and Christoph TREUDE
Generalizing unsupervised LiDAR motion estimation via patch-aware feature reweighting under snowy conditions
Beibei ZHOU, Zhiyuan ZHANG, Zhenbo SONG, Jianhui GUO, Tongpo ZHANG, Shaojing SONG, Qinge WU, and Hui KONG
LogUpdater: Automated detection and repair of specific defects in logging statements
Renyi ZHONG, Yichen LI, Jinxi KUANG, Wenwei GU, Yintong HUO, and Michael R. LYU
Drag as evidence: Motion-grounded latent recomposition for drag-based editing
Xinyu PU, Hongsong WANG, Jie GUI, and Pan ZHOU
From post-hoc to pre-assessment evaluation: LLMs as collaborative partners for simulating student performance
Siaw Ling LO, Ping Fan KE, and Yi Meng LAU
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
Horizontal regulatory barriers in international trade: Evidence from electric plugs
Yuan MEI and Mingzhi (Jimmy) XU
How leaders build employee trust in artificial intelligence: Voice opportunities, humility, and trust transfer
Jack MCGUIRE, David DE CREMER, and Devesh NARAYANAN
LLM-enabled applications require system-level threat monitoring
Yedi ZHANG, Haoyu WANG, Xianglin YANG, Jin Song DONG, and Jun SUN
SelfDRSC++: Self-supervised dual reversed rolling shutter correction via video interpolation
Wei SHANG, Dongwei REN, Wanying ZHANG, Qilong WANG, Pengfei ZHU, and Wangmeng ZUO
Team-on-team negotiation: How internal structure shapes what teams can do at the table
Leyi Holly SHI, Tianyu HE, Robert B. LOUNT JR., Michael SCHAERER, and Roderick I. SWAAB
The downstream effect of gender bias on academic performance and career aspirations amongst female students in STEM via Gender-Professional Identity Integration (G-PII)
Chi-ying CHENG, Shuna Shiann KHOO, Shih-Fen Cheng, Yeow Leong LEE, and Vandana Ramachandra RAO
The effects of EPS level and presentation format of analysts’ forecast deviation on non-professional investors’ investment judgments
Clarence GOH, Prasart JONGJAROENKAMOL, and Poh-Sun Seow
The future of nature-based recreation in warming tropical cities
Perrine HAMEL, Emma E. RAMSAY, Shawnda A. MORRISON, Su Li HENG, Winston T. L. CHOW, Beatrice H. HO, Pearl Min Sze TAN, Moshe MANDELMILCH, Lancy SIM, and Jason Kai Wei LEE
Understanding the out-of-distribution generalization of chain-of-thought reasoning in LLMs
Nuojing LIANG, Xiaotong YUAN, and Pan ZHOU
Amalgamate GenAI and metaverse for FinTech innovations in metaverse
Yuzhou QIAN, Xuenan HUO, and Keng SIAU
Analyzing developer discussions on EU and US privacy legislation compliance in GitHub repositories
Georgia M. KAPITSAKI, Maria PAPOUTSOGLOU, Christoph TREUDE, and Ioanna THEOPHILOU
Climate transition stress testing for corporate credit risk: A replicable data-mining pipeline using ESG risk scores
Huynh Long Hung NGUYEN, Alan @ Ali MADJELISI MEGARGEL, Rajesh Krishna BALAN, and Paul Robert GRIFFIN
Defense-to-attack: Bypassing weak defenses enables stronger jailbreaks in vision-language models
Yunhan ZHAO, Xiang ZHENG, Yige LI, and Xingjun MA
Mind the hazard: Modeling and interpreting comfort with personalized sensing
Yufei ZHANG, Matteo FAVERO, Patrick CHWALEK, Sailin ZHONG, Denis LALANNE, A. Joseph PARADISO, Clayton MILLER, and Andrew SONTA
Semantic-structural decoupling: Disentangling semantic attention from structural bias in the attention manifold
Pengkun JIAO, Bin ZHU, Jingjing CHEN, and Yu-Gang JIANG
SpatialImaginer: Towards adaptive visual imagination for spatial reasoning
Yian LI, Yang JIAO, Bin ZHU, Tianwen QIAN, Shaoxiang CHEN, Jingjing CHEN, and Yu-Gang JIANG
Micro-island platforms and land optimization in Bangkok
Prerona DAS, Emma Alexandra GRIMLEY, Al LIM, Orlando WOODS, and Lily KONG
Are we stuck? Modeling and detecting deadlocks in multi-autonomous vehicle systems
Mingfei CHENG, Xiaofei XIE, Lili QUAN, and Yuan ZHOU
Characterizing and repairing obsolete Android GUI tests under UI evolution
Shiwen SONG, Yiheng XIONG, Wenbo GUO, Manqi SUN, Jiaolong KONG, and Xiaofei XIE
ChatGPT, can you generate multiple-choice questions for an undergraduate computing course? An evaluation of its effectiveness using classical test theory
Eng Lieh OUH, Kar Way TAN, Siaw Ling LO, Benjamin GAN, and Yuhao ZHANG
Compiling code LLMs into lightweight executables
Jieke SHI, Junda HE, Zhou YANG, Chengran YANG, Mykhailo Klymenko, Thong (James) HOANG, Sherry (Xiwei) XU, Zhenchang XING, and David LO
DDOR: Delta debugging for explainable overrefusal testing and repair
Qinyan ZHOU, Peixin ZHANG, Jun SUN, Haonan ZHANG, and Dongxia WANG
Field evaluation of dynamic bedroom air-temperature control for sleep in real homes: Implementation fidelity and exploratory sleep outcomes
Wenhao ZHANG, Adrian CHONG, Hui ZHANG, Stefano SCHIAVON, and Clayton MILLER
Integration of LLMs into computing education
Eng Lieh OUH and Benjamin GAN
Listening, partnering, designing: SMU Libraries’ journey towards human-centered wellness
Vincent ONG, Devika SANGARAM, and Zhenyan LI
MG-Fuzz: Model-guided fuzzing for unsafe scenario discovery in autonomous driving systems
Yulong LYU, Ruiqi HONG, Jiawan WANG, Jun SUN, and Lei BU
Multi-scale GeoXAI analysis of electric vehicle charging points spatial equity in Singapore
Jiamin BAI and Junfeng JIAO
Mutation-based multi-agent test case update
Dawei TIAN, Jiakun LIU, Yun PENG, Yichen ZHANG, Jianlei CHI, Jun SUN, and Xiaohong SU
ProbGuard: Proactive runtime monitoring for LLM agent safety via probabilistic prediction
Haoyu WANG, Christopher M. POSKITT, Jiali WEI, and Jun SUN
Rent-a-RAG: Embedding-space watermarks for auditing third-party RAG
Alexandr Goultiaev TOLSTOKOROV, Kyriakos MOURATIDIS, Javad DOGANI, and Nikolaos LAOUTARIS
State-aware fuzzing of JavaScript engines with LLM-guided instrumentation
Wai Kin WONG, Dongwei XIAO, Cheuk Tung LAI, Ping Fan KE, and Shuai WANG
Strengthening student engagement through conversational chatbots and digital content within climate action education
Thomas MENKHOFF and Benjamin GAN
Optimizing heat pump and electric vehicle flexibility through predictive home energy management systems within urban energy digital twins
Daniel R. Bayer, Maomao Hu, Clayton MILLER, and Marco Pruckner
Presidential elections in Singapore: Whither the ‘integrity, good character and reputation’ requirement?
Benjamin Joshua ONG
Sequencing mobile environmental exposure and travel stress in Singapore
Ziheng ZENG, Sonny ROSENTHAL, and Orlando WOODS
Public housing and the forging of future citizens: Experiencing convenience, delay and deferral through the lived realities of Singapore's Smart Nation
Emma Alexandra GRIMLEY, Orlando WOODS, and Lily KONG
Analyst visibility and earnings forecast quality
Qiang CHENG, Tian DENG, Sterling HUANG, and An-ping LIN
Attention-driven pseudo-label self-training for weakly supervised video anomaly detection
Zhiwei YANG, Jing LIU, Guansong PANG, Peng WU, and Zhaoyang WU
Bayesian and multi-objective decision support for incident mitigation in cyber-physical systems
Shaofei HUANG, Christopher M. POSKITT, and Lwin Khin SHAR
Catalysts for third-country market entry: The role of preferential trade agreements
Qiugu HE and Xuan LUO
Contract law in Singapore and the digital era: Navigating familiar ways and forging fresh paths in a new world
How Khang LIM and Kwan Ho LAU
*Updated as of 26/10/26.