Web IR NLP Group @ NUS
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Article-Journal
FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
A prompt-only workflow steering attack and defense for LLM-based multi-agent systems.
Fanxiao Li
,
Jiaying Wu
,
Tingchao Fu
,
Natasha Jaques
,
Wei Zhou
,
Min-Yen Kan
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DOI
arXiv
Quantitative Computational Validation of Nanoscale Interactions between Drug Molecules and Diabetic Wound-Related Proteins for Drug Discovery
An ACS Nano Medicine article combining AI literature mining and nanoscale modeling for diabetic wound drug discovery.
Ziyang Zhang
,
Yanxia Qin
,
Ram Pravin Kumar Muthuramalingam
,
Yixi Ding
,
Wei Heng Chng
,
Jiayi Liu
,
Jiaying Wu
,
Chen-Hua Yeow
,
Min-Yen Kan
,
Giorgia Pastorin
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DOI
ACS
GitSearch: Enhancing Community Notes Generation with Gap-Informed Targeted Search
An arXiv preprint on targeted search for Community Notes generation.
Sahajpreet Singh
,
Kokil Jaidka
,
Min-Yen Kan
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Code
DOI
arXiv
Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
An arXiv preprint on history-aware trust modeling for LLM-based multi-agent systems.
Ruiwen Zhou
,
Maojia Song
,
Xiaobao Wu
,
Sitao Cheng
,
Xunjian Yin
,
Yuxi Xie
,
Zhuoqun Hao
,
Wenyue Hua
,
Liangming Pan
,
Soujanya Poria
,
Min-Yen Kan
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DOI
arXiv
What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
An arXiv preprint on detecting and correcting misleading omissions in multimodal news previews.
Fanxiao Li
,
Jiaying Wu
,
Tingchao Fu
,
Dayang Li
,
Herun Wan
,
Wei Zhou
,
Min-Yen Kan
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Code
DOI
arXiv
The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence
An arXiv preprint on LLM susceptibility to deceptive evidence and mitigation through intent shielding.
Herun Wan
,
Jiaying Wu
,
Minnan Luo
,
Fanxiao Li
,
Zhi Zeng
,
Min-Yen Kan
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DOI
arXiv
Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy
A multidisciplinary framework for understanding how generative AI reshapes misinformation creation, consumption, and policy responses.
Kokil Jaidka
,
Tsuhan Chen
,
Simon Chesterman
,
Wynne Hsu
,
Min-Yen Kan
,
Mohan Kankanhalli
,
Mong-Li Lee
,
Gyula Seres
,
Terence Sim
,
Araz Taeihagh
,
Anthony Tung
,
Xiaokui Xiao
,
Audrey Yue
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DOI
URL
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?
An arXiv evaluation of Sakana AI Scientist that identifies limitations in novelty assessment, experiment execution, and generated manuscripts.
Joeran Beel
,
Min-Yen Kan
,
Moritz Baumgart
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DOI
URL
KeYric: Unsupervised Keywords Extraction and Expansion from Music for Coherent Lyrics Generation
KeYric improves symbolic-music-to-lyrics generation by extracting and expanding keyword skeletons for coherent, musically matched lyrics.
Xichu Ma
,
Varun Sharma
,
Min-Yen Kan
,
Wee Sun Lee
,
Ye Wang
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DOI
URL
Scientific document processing: challenges for modern learning methods
Neural network models enjoy success on language tasks related to Web documents, including news and Wikipedia articles. However, the …
Abhinav Ramesh Kashyap
,
Yajing Yang
,
Min-Yen Kan
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DOI
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