Man Luo

1. LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
   2024/04/23 by Mihir Parmar, Nisarg Patel, Parmar, Mihir +13 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
2. VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models
   2024/02/21 by Jiawei Liang, Liang, Jiawei, Siyuan Liang +11 · 24 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Hate Speech and Cyberbullying Detection
3. InfoFlood: Jailbreaking Large Language Models with Information Overload
   2025/06/13 by Advait Yadav, Yadav, Advait, Haibo Jin +7 · 13 voices · 1 citation
   Computer Science · Social Sciences · #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data #Artificial Intelligence in Law
4. Dr.ICL: Demonstration-Retrieved In-context Learning
   2023/05/23 by Man Luo, Xin Xu, Luo, Man +13 · 10 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
5. In-context Learning with Retrieved Demonstrations for Language Models: A Survey
   2024/01/21 by Man Luo, Luo, Man, Xin Xu +7 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
   2023/10/02 by Man Luo, Luo, Man, Shrinidhi Kumbhar +13 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
7. Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering
   2021/09/09 by Man Luo, Yankai Zeng, Luo, Man +5 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
8. Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review
   2024/10/03 by Sungduk Yu, Yu, Sungduk, Man Luo +7 · 7 citations
   Social Sciences · Medicine · Computer Science · #Artificial Intelligence in Law #Artificial Intelligence in Healthcare and Education #Topic Modeling
9. Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions
   2024/05/26 by Man Luo, Luo, Man, Christopher J. Warren +7 · 4 citations
   Medicine · #Empathy and Medical Education
10. Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization
    2024/08/05 by Changtao Miao, Qi Chu, Miao, Changtao +15 · 5 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
11. MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation
    2023/08/16 by Srija Macherla, Macherla, Srija, Man Luo +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
12. Deep Signature FBSDE Algorithm
    2021/08/24 by Qi Feng, Feng, Qi, Man Luo +3 · 2 citations
    Economics, Econometrics and Finance · Social Sciences · #Stochastic processes and financial applications #Insurance, Mortality, Demography, Risk Management #Credit Risk and Financial Regulations
13. Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans?
    2022/11/23 by Neeraj Varshney, Man Luo, Varshney, Neeraj +3 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
14. BioTABQA: Instruction Learning for Biomedical Table Question Answering
    2022/07/06 by Man Luo, Sharad Saxena, Luo, Man +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies #Topic Modeling
15. Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach
    2022/11/11 by Man Luo, Bowen Du, Luo, Man +13 · 2 citations
    Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sharing Economy and Platforms #Systems and Control (eess.SY) #Transportation and Mobility Innovations #electronic engineering #information engineering
16. A Study on the Efficiency and Generalization of Light Hybrid Retrievers
    2022/10/04 by Man Luo, Luo, Man, Shashank Jain +15 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies
17. Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning
    2024/12/04 by Neale Ratzlaff, Man Luo, Ratzlaff, Neale +7 · 4 citations
    Computer Science · Neuroscience · #Speech and dialogue systems #Neurobiology of Language and Bilingualism
18. Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
    2024/03/25 by Sanyam Lakhanpal, Lakhanpal, Sanyam, Shivang Chopra +7 · 2 citations
    Computer Science · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
19. SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
    2024/06/28 by Xin Su, Man Luo, Su, Xin +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
20. 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks
    2021/03/27 by Man Luo, Shailaja Keyur Sampat, Luo, Man +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
21. Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection
    2024/12/30 by Yi Zhang, Zhang, Yi, Wei Gao +21 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
22. Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
    2024/10/22 by Prafulla Kumar Choubey, Choubey, Prafulla Kumar, Xin Su +21 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Topic Modeling
23. Multi-Forgery Detection Challenge 2022: Push the Frontier of Unconstrained and Diverse Forgery Detection
    2022/07/27 by Jianshu Li, Li, Jianshu, Man Luo +27 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
24. Reasoning Can Hurt the Inductive Abilities of Large Language Models
    2025/05/30 by Haibo Jin, Peiyan Zhang, Jin, Haibo +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
25. FastRM: An efficient and automatic explainability framework for multimodal generative models
    2024/12/02 by Gabriela Ben-Melech Stan, Estelle Aflalo, Stan, Gabriela Ben-Melech +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
26. FiVL: A Framework for Improved Vision-Language Alignment through the Lens of Training, Evaluation and Explainability
    2024/12/19 by Estelle Aflalo, Aflalo, Estelle, Gabriela Ben Melech Stan +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling