Luo, Man
- 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
- VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models
2024/02/21 by Jiawei Liang, Siyuan Liang, Liang, Jiawei +11 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Hate Speech and Cyberbullying Detection
- LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
2024/04/23 by Mihir Parmar, Nisarg Patel, Parmar, Mihir +13 · 14 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
- Dr.ICL: Demonstration-Retrieved In-context Learning
2023/05/23 by Man Luo, Luo, Man, Xin Xu +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
- Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering
2021/09/09 by Luo, Man, Zeng, Yankai, Banerjee, Pratyay +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- In-context Learning with Retrieved Demonstrations for Language Models: A Survey
2024/01/21 by Man Luo, Xin Xu, Luo, Man +7 · 6 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
- End-to-end Knowledge Retrieval with Multi-modal Queries
2023/06/01 by Luo, Man, Fang, Zhiyuan, Gokhale, Tejas +2 · 5 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
2023/10/02 by Man Luo, Shrinidhi Kumbhar, Luo, Man +13 · 5 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
- Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review
2024/10/03 by Sungduk Yu, Man Luo, Yu, Sungduk +7 · 5 citations
Social Sciences · Medicine · Computer Science · #Artificial Intelligence in Law #Artificial Intelligence in Healthcare and Education #Topic Modeling
- 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
- 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
- Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
2022/03/15 by Gokhale, Tejas, Mishra, Swaroop, Luo, Man +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review
2025/02/26 by Yu, Sungduk, Luo, Man, Madusu, Avinash +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- REVOLVE: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
2024/12/04 by Zhang, Peiyan, Jin, Haibo, Hu, Leyang +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.2.8 #Machine Learning (cs.LG)
- 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
- Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization
2024/08/05 by Miao, Changtao, Chu, Qi, Gong, Tao +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation
2023/08/16 by Macherla, Srija, Luo, Man, Parmar, Mihir +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
2024/03/25 by Sanyam Lakhanpal, Shivang Chopra, Lakhanpal, Sanyam +7 · 2 citations
Computer Science · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
- '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
- Improving Biomedical Information Retrieval with Neural Retrievers
2022/01/19 by Luo, Man, Mitra, Arindam, Gokhale, Tejas +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- 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)
- Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans?
2022/11/23 by Neeraj Varshney, Man Luo, Varshney, Neeraj +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
- BioTABQA: Instruction Learning for Biomedical Table Question Answering
2022/07/06 by Man Luo, Luo, Man, Sharad Saxena +7 · 1 citation
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
- Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach
2022/11/11 by Man Luo, Luo, Man, Bowen Du +13 · 1 citation
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
- 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
- SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
2024/06/28 by Xin Su, Su, Xin, Man Luo +9 · 1 citation
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
- DDL: A Large-Scale Datasets for Deepfake Detection and Localization in Diversified Real-World Scenarios
2025/06/29 by Miao, Changtao, Zhang, Yi, Gao, Weize +11 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reasoning Can Hurt the Inductive Abilities of Large Language Models
2025/05/30 by Jin, Haibo, Zhang, Peiyan, Luo, Man +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
2024/10/22 by Prafulla Kumar Choubey, Xin Su, Choubey, Prafulla Kumar +21 · 1 citation
Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Topic Modeling
- FastRM: An efficient and automatic explainability framework for multimodal generative models
2024/12/02 by Gabriela Ben-Melech Stan, Stan, Gabriela Ben-Melech, Estelle Aflalo +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- FiVL: A Framework for Improved Vision-Language Alignment through the Lens of Training, Evaluation and Explainability
2024/12/19 by Aflalo, Estelle, Stan, Gabriela Ben Melech, Le, Tiep +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences