From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence.

Pohsun Feng

Tianyang Wang Yunze Wang Jun Zhou Benji Peng Xinyuan Song 0002 Charles Zhang Xintian Sun Qian Niu Junyu Liu Silin Chen Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Ming Liu Yichao Zhang 0002 Cheng Fei Caitlyn Heqi Yin Lawrence KQ Yan From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence. 2025 January abs/2501.03282 CoRR https://doi.org/10.48550/arXiv.2501.03282 db/journals/corr/corr2501.html#abs-2501-03282 streams/journals/corr

Tianyang Wang Silin Chen Yunze Wang Yichao Zhang 0002 Xinyuan Song 0002 Ziqian Bi Ming Liu Qian Niu Junyu Liu Pohsun Feng Xintian Sun Benji Peng Charles Zhang Keyu Chen 0002 Ming Li 0075 Cheng Fei Lawrence KQ Yan From In Silico to In Vitro: A Comprehensive Guide to Validating Bioinformatics Findings. 2025 February abs/2502.03478 CoRR https://doi.org/10.48550/arXiv.2502.03478 db/journals/corr/corr2502.html#abs-2502-03478 streams/journals/corr

Junhao Song 0001 Yichao Zhang 0002 Ziqian Bi Tianyang Wang Keyu Chen 0002 Ming Li 0075 Qian Niu Junyu Liu Benji Peng Sen Zhang Ming Liu Jiawei Xu Xuanhe Pan Jinlang Wang Pohsun Feng Yizhu Wen Lawrence KQ Yan Hong-Ming Tseng Xinyuan Song 0002 Jintao Ren Silin Chen Yunze Wang Weiche Hsieh Bowen Jing 0001 Junjie Yang 0011 Jun Zhou Zheyu Yao Chia Xin Liang Generative Adversarial Networks Bridging Art and Machine Intelligence. 2025 February abs/2502.04116 CoRR https://doi.org/10.48550/arXiv.2502.04116 db/journals/corr/corr2502.html#abs-2502-04116 streams/journals/corr

Yichao Zhang 0002 Ningyuan Deng Xinyuan Song 0002 Ziqian Bi Tianyang Wang Zheyu Yao Keyu Chen 0002 Ming Li 0075 Qian Niu Junyu Liu Benji Peng Sen Zhang Ming Liu Li Zhang 0104 Xuanhe Pan Jinlang Wang Pohsun Feng Yizhu Wen Lawrence KQ Yan Hong-Ming Tseng Yan Zhong 0001 Yunze Wang Ziyuan Qin 0004 Bowen Jing 0001 Junjie Yang 0011 Jun Zhou Chia Xin Liang Junhao Song 0001 Advanced Deep Learning Methods for Protein Structure Prediction and Design. 2025 March abs/2503.13522 CoRR https://doi.org/10.48550/arXiv.2503.13522 db/journals/corr/corr2503.html#abs-2503-13522 streams/journals/corr

Qian Niu Junyu Liu Ziqian Bi Pohsun Feng Benji Peng Keyu Chen 0002 Ming Li 0075 Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges. 2024 abs/2409.02387 CoRR https://doi.org/10.48550/arXiv.2409.02387 db/journals/corr/corr2409.html#abs-2409-02387 streams/journals/corr

Benji Peng Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Junyu Liu Qian Niu Securing Large Language Models: Addressing Bias, Misinformation, and Prompt Attacks. 2024 abs/2409.08087 CoRR https://doi.org/10.48550/arXiv.2409.08087 db/journals/corr/corr2409.html#abs-2409-08087 streams/journals/corr

Keyu Chen 0002 Ziqian Bi Qian Niu Junyu Liu Benji Peng Sen Zhang Ming Liu Ming Li 0075 Xuanhe Pan Jiawei Xu Jinlang Wang Pohsun Feng Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Tensorflow Pretrained Models. 2024 abs/2409.13566 CoRR https://doi.org/10.48550/arXiv.2409.13566 db/journals/corr/corr2409.html#abs-2409-13566 streams/journals/corr

Benji Peng Xuanhe Pan Yizhu Wen Ziqian Bi Keyu Chen 0002 Ming Li 0075 Ming Liu Qian Niu Junyu Liu Jinlang Wang Sen Zhang Jiawei Xu Pohsun Feng Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Handy Appetizer. 2024 abs/2409.17120 CoRR https://doi.org/10.48550/arXiv.2409.17120 db/journals/corr/corr2409.html#abs-2409-17120 streams/journals/corr

Ming Li 0075 Keyu Chen 0002 Ziqian Bi Ming Liu Benji Peng Qian Niu Junyu Liu Jinlang Wang Sen Zhang Xuanhe Pan Jiawei Xu Pohsun Feng Surveying the MLLM Landscape: A Meta-Review of Current Surveys. 2024 abs/2409.18991 CoRR https://doi.org/10.48550/arXiv.2409.18991 db/journals/corr/corr2409.html#abs-2409-18991 streams/journals/corr

Ming Li 0075 Ziqian Bi Tianyang Wang Keyu Chen 0002 Jiawei Xu Qian Niu Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jinlang Wang Pohsun Feng Caitlyn Heqi Yin Yizhu Wen Ming Liu Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Object-Oriented Programming. 2024 abs/2409.19916 CoRR https://doi.org/10.48550/arXiv.2409.19916 db/journals/corr/corr2409.html#abs-2409-19916 streams/journals/corr

Pohsun Feng Ziqian Bi Yizhu Wen Xuanhe Pan Benji Peng Ming Liu Jiawei Xu Keyu Chen 0002 Junyu Liu Caitlyn Heqi Yin Sen Zhang Jinlang Wang Qian Niu Ming Li 0075 Tianyang Wang Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications. 2024 abs/2410.01268 CoRR https://doi.org/10.48550/arXiv.2410.01268 db/journals/corr/corr2410.html#abs-2410-01268 streams/journals/corr

Qian Niu Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Lawrence KQ Yan Yichao Zhang 0002 Caitlyn Heqi Yin Cheng Fei Junyu Liu Benji Peng From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice. 2024 abs/2410.01812 CoRR https://doi.org/10.48550/arXiv.2410.01812 db/journals/corr/corr2410.html#abs-2410-01812 streams/journals/corr

Keyu Chen 0002 Ziqian Bi Tianyang Wang Yizhu Wen Pohsun Feng Qian Niu Junyu Liu Benji Peng Sen Zhang Ming Li 0075 Xuanhe Pan Jiawei Xu Jinlang Wang Caitlyn Heqi Yin Ming Liu Deep Learning and Machine Learning: Advancing Big Data Analytics and Management with Design Patterns. 2024 abs/2410.03795 CoRR https://doi.org/10.48550/arXiv.2410.03795 db/journals/corr/corr2410.html#abs-2410-03795 streams/journals/corr

Ming Li 0075 Ziqian Bi Tianyang Wang Yizhu Wen Qian Niu Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jiawei Xu Jinlang Wang Keyu Chen 0002 Caitlyn Heqi Yin Pohsun Feng Ming Liu Deep Learning and Machine Learning with GPGPU and CUDA: Unlocking the Power of Parallel Computing. 2024 abs/2410.05686 CoRR https://doi.org/10.48550/arXiv.2410.05686 db/journals/corr/corr2410.html#abs-2410-05686 streams/journals/corr

Pohsun Feng Ziqian Bi Yizhu Wen Benji Peng Junyu Liu Caitlyn Heqi Yin Tianyang Wang Keyu Chen 0002 Sen Zhang Ming Li 0075 Jiawei Xu Ming Liu Xuanhe Pan Jinlang Wang Qian Niu Mastering AI: Big Data, Deep Learning, and the Evolution of Large Language Models - AutoML from Basics to State-of-the-Art Techniques. 2024 abs/2410.09596 CoRR https://doi.org/10.48550/arXiv.2410.09596 db/journals/corr/corr2410.html#abs-2410-09596 streams/journals/corr

Pohsun Feng Ziqian Bi Lawrence KQ Yan Yizhu Wen Benji Peng Junyu Liu Caitlyn Heqi Yin Tianyang Wang Keyu Chen 0002 Sen Zhang Ming Li 0075 Jiawei Xu Ming Liu Xuanhe Pan Jinlang Wang Qian Niu Mastering AI: Big Data, Deep Learning, and the Evolution of Large Language Models - Blockchain and Applications. 2024 abs/2410.10110 CoRR https://doi.org/10.48550/arXiv.2410.10110 db/journals/corr/corr2410.html#abs-2410-10110 streams/journals/corr

Benji Peng Ziqian Bi Qian Niu Ming Liu Pohsun Feng Tianyang Wang Lawrence KQ Yan Yizhu Wen Yichao Zhang 0002 Caitlyn Heqi Yin Jailbreaking and Mitigation of Vulnerabilities in Large Language Models. 2024 abs/2410.15236 CoRR https://doi.org/10.48550/arXiv.2410.15236 db/journals/corr/corr2410.html#abs-2410-15236 streams/journals/corr

Jintao Ren Ziqian Bi Qian Niu Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jinlang Wang Keyu Chen 0002 Caitlyn Heqi Yin Pohsun Feng Yizhu Wen Tianyang Wang Silin Chen Ming Li 0075 Jiawei Xu Ming Liu Deep Learning and Machine Learning - Object Detection and Semantic Segmentation: From Theory to Applications. 2024 abs/2410.15584 CoRR https://doi.org/10.48550/arXiv.2410.15584 db/journals/corr/corr2410.html#abs-2410-15584 streams/journals/corr

Silin Chen Ziqian Bi Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jiawei Xu Jinlang Wang Keyu Chen 0002 Caitlyn Heqi Yin Pohsun Feng Yizhu Wen Tianyang Wang Ming Li 0075 Jintao Ren Qian Niu Ming Liu Deep Learning and Machine Learning - Python Data Structures and Mathematics Fundamental: From Theory to Practice. 2024 abs/2410.19849 CoRR https://doi.org/10.48550/arXiv.2410.19849 db/journals/corr/corr2410.html#abs-2410-19849 streams/journals/corr

Weiche Hsieh Ziqian Bi Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jiawei Xu Jinlang Wang Keyu Chen 0002 Caitlyn Heqi Yin Pohsun Feng Yizhu Wen Tianyang Wang Ming Li 0075 Jintao Ren Qian Niu Silin Chen Ming Liu Deep Learning, Machine Learning - Digital Signal and Image Processing: From Theory to Application. 2024 abs/2410.20304 CoRR https://doi.org/10.48550/arXiv.2410.20304 db/journals/corr/corr2410.html#abs-2410-20304 streams/journals/corr

Lawrence KQ Yan Ming Li 0075 Yichao Zhang 0002 Caitlyn Heqi Yin Cheng Fei Benji Peng Ziqian Bi Pohsun Feng Keyu Chen 0002 Junyu Liu Qian Niu Large Language Model Benchmarks in Medical Tasks. 2024 abs/2410.21348 CoRR https://doi.org/10.48550/arXiv.2410.21348 db/journals/corr/corr2410.html#abs-2410-21348 streams/journals/corr

Keyu Chen 0002 Cheng Fei Ziqian Bi Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jiawei Xu Jinlang Wang Caitlyn Heqi Yin Yichao Zhang 0002 Pohsun Feng Yizhu Wen Tianyang Wang Ming Li 0075 Jintao Ren Qian Niu Silin Chen Weiche Hsieh Lawrence KQ Yan Chia Xin Liang Han Xu Hong-Ming Tseng Xinyuan Song 0002 Ming Liu Deep Learning and Machine Learning - Natural Language Processing: From Theory to Application. 2024 abs/2411.05026 CoRR https://doi.org/10.48550/arXiv.2411.05026 db/journals/corr/corr2411.html#abs-2411-05026 streams/journals/corr

Charles Zhang Benji Peng Xintian Sun Qian Niu Junyu Liu Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Ming Liu Yichao Zhang 0002 Cheng Fei Caitlyn Heqi Yin Lawrence KQ Yan Tianyang Wang From Word Vectors to Multimodal Embeddings: Techniques, Applications, and Future Directions For Large Language Models. 2024 abs/2411.05036 CoRR https://doi.org/10.48550/arXiv.2411.05036 db/journals/corr/corr2411.html#abs-2411-05036 streams/journals/corr

Xintian Sun Benji Peng Charles Zhang Fei Jin Qian Niu Junyu Liu Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Ming Liu Yichao Zhang 0002 From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing. 2024 abs/2411.05826 CoRR https://doi.org/10.48550/arXiv.2411.05826 db/journals/corr/corr2411.html#abs-2411-05826 streams/journals/corr

Weiche Hsieh Ziqian Bi Chuanqi Jiang Junyu Liu Benji Peng Sen Zhang Xuanhe Pan Jiawei Xu Jinlang Wang Keyu Chen 0002 Pohsun Feng Yizhu Wen Xinyuan Song 0002 Tianyang Wang Ming Liu Junjie Yang 0011 Ming Li 0075 Bowen Jing 0001 Jintao Ren Junhao Song 0001 Hong-Ming Tseng Yichao Zhang 0002 Lawrence KQ Yan Qian Niu Silin Chen Yunze Wang Chia Xin Liang A Comprehensive Guide to Explainable AI: From Classical Models to LLMs. 2024 abs/2412.00800 CoRR https://doi.org/10.48550/arXiv.2412.00800 db/journals/corr/corr2412.html#abs-2412-00800 streams/journals/corr

Weiche Hsieh Ziqian Bi Keyu Chen 0002 Benji Peng Sen Zhang Jiawei Xu Jinlang Wang Caitlyn Heqi Yin Yichao Zhang 0002 Pohsun Feng Yizhu Wen Tianyang Wang Ming Li 0075 Chia Xin Liang Jintao Ren Qian Niu Silin Chen Lawrence KQ Yan Han Xu Hong-Ming Tseng Xinyuan Song 0002 Bowen Jing 0001 Junjie Yang 0011 Junhao Song 0001 Junyu Liu Ming Liu Deep Learning, Machine Learning, Advancing Big Data Analytics and Management. 2024 abs/2412.02187 CoRR https://doi.org/10.48550/arXiv.2412.02187 db/journals/corr/corr2412.html#abs-2412-02187 streams/journals/corr

Tianyang Wang Ziqian Bi Yichao Zhang 0002 Ming Liu Weiche Hsieh Pohsun Feng Lawrence KQ Yan Yizhu Wen Benji Peng Junyu Liu Keyu Chen 0002 Sen Zhang Ming Li 0075 Chuanqi Jiang Xinyuan Song 0002 Junjie Yang 0011 Bowen Jing 0001 Jintao Ren Junhao Song 0001 Hong-Ming Tseng Silin Chen Yunze Wang Chia Xin Liang Jiawei Xu Xuanhe Pan Jinlang Wang Qian Niu Deep Learning Model Security: Threats and Defenses. 2024 abs/2412.08969 CoRR https://doi.org/10.48550/arXiv.2412.08969 db/journals/corr/corr2412.html#abs-2412-08969 streams/journals/corr

Tianyang Wang Ming Liu Benji Peng Xinyuan Song 0002 Charles Zhang Xintian Sun Qian Niu Junyu Liu Silin Chen Keyu Chen 0002 Ming Li 0075 Pohsun Feng Ziqian Bi Yunze Wang Yichao Zhang 0002 Cheng Fei Lawrence KQ Yan From Bench to Bedside: A Review of Clinical Trials in Drug Discovery and Development. 2024 abs/2412.09378 CoRR https://doi.org/10.48550/arXiv.2412.09378 db/journals/corr/corr2412.html#abs-2412-09378 streams/journals/corr

Benji Peng Chia Xin Liang Ziqian Bi Ming Liu Yichao Zhang 0002 Tianyang Wang Keyu Chen 0002 Xinyuan Song 0002 Pohsun Feng From Noise to Nuance: Advances in Deep Generative Image Models. 2024 abs/2412.09656 CoRR https://doi.org/10.48550/arXiv.2412.09656 db/journals/corr/corr2412.html#abs-2412-09656 streams/journals/corr

Ziqian Bi Keyu Chen 0002 Silin Chen Ningyuan Deng Cheng Fei Weiche Hsieh Chuanqi Jiang Fei Jin Bowen Jing 0001 Ming Li 0075 Chia Xin Liang Junyu Liu Ming Liu Qian Niu Xuanhe Pan Benji Peng Ziyuan Qin 0004 Jintao Ren Junhao Song 0001 Xinyuan Song 0002 Xintian Sun Hong-Ming Tseng Jinlang Wang Tianyang Wang Yunze Wang Yizhu Wen Han Xu Jiawei Xu Lawrence KQ Yan Junjie Yang 0011 Zheyu Yao Caitlyn Heqi Yin Charles Zhang Li Zhang 0104 Sen Zhang Yichao Zhang 0002 Yan Zhong 0001 Jun Zhou