Charles Fleming

72 papers A* 8Misc 1Journal 47Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science. CoRR An Luo, Jin Du, Xun Xian, Robert Specht, Fangqiao Tian, Ganghua Wang, Xuan Bi, Charles Fleming, Ashish Kundu, Jayanth Srinivasa, Mingyi Hong, Rui Zhang, Tianxi Li, Galin Jones, Jie Ding
2026	J	`jnl`	HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents. CoRR Jiangweizhi Peng, Yuanxin Liu, Ruida Zhou, Charles Fleming, Zhaoran Wang, Alfredo García, Mingyi Hong
2026	J	`jnl`	MEDVISTAGYM: A Scalable Training Environment for Thinking with Medical Images via Tool-Integrated Reinforcement Learning. CoRR Meng Lu, Yuxing Lu, Yuchen Zhuang, Megan Mullins, Yang Xie, Guanghua Xiao, Charles Fleming, Wenqi Shi, Xuan Wang
2026	J	`jnl`	Membership Inference Attacks Against Fine-tuned Diffusion Language Models. CoRR Yuetian Chen, Kaiyuan Zhang, Yuntao Du, Edoardo Stoppa, Charles Fleming, Ashish Kundu, Bruno Ribeiro, Ninghui Li
2026	J	`jnl`	MetaSeal: Defending Against Image Attribution Forgery Through Content-Dependent Cryptographic Watermarks. Trans. Mach. Learn. Res. Tong Zhou, Ruyi Ding, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Yunsi Fei, Xiaolin Xu, Shaolei Ren
2026	J	`jnl`	RT2I-Bench: Evaluating Robustness of Text-to-Image Systems Against Adversarial Attacks. Trans. Mach. Learn. Res. Athanasios Glentis, Ioannis C. Tsaknakis, Jiangweizhi Peng, Xun Xian, Yihua Zhang, Gaowen Liu, Charles Fleming, Mingyi Hong
2026	J	`jnl`	ReTabSyn: Realistic Tabular Data Synthesis via Reinforcement Learning. CoRR Xiaofeng Lin, Seungbae Kim, Zhuoya Li, Zachary DeSoto, Charles Fleming, Guang Cheng
2026	J	`jnl`	TMS: Trajectory-Mixed Supervision for Reward-Free, On-Policy SFT. CoRR Rana Muhammad Shahroz Khan, Zijie Liu, Zhen Tan, Charles Fleming, Tianlong Chen
2026	J	`jnl`	Window-based Membership Inference Attacks Against Fine-tuned Large Language Models. CoRR Yuetian Chen, Yuntao Du, Kaiyuan Zhang, Ashish Kundu, Charles Fleming, Bruno Ribeiro, Ninghui Li
2025	J	`jnl`	A Content-dependent Watermark for Safeguarding Image Attribution. CoRR Tong Zhou, Ruyi Ding, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Yunsi Fei, Xiaolin Xu, Shaolei Ren
2025	J	`jnl`	A Layered Protocol Architecture for the Internet of Agents. CoRR Charles Fleming, Vijoy Pandey, Luca Muscariello, Ramana Kompella
2025	—	`conf`	Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks. ACL (1) Rana Muhammad Shahroz, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen
2025	J	`jnl`	Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks. CoRR Rana Muhammad Shahroz Khan, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen
2025	J	`jnl`	An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems. CoRR Fangqiao Tian, An Luo, Jin Du, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Rui Zhang, Zirui Liu, Mingyi Hong, Jie Ding
2025	—	`conf`	AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. EMNLP (Findings) An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
2025	J	`jnl`	AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. CoRR An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
2025	—	`conf`	Can Agentic AI Match the Performance of Human Data Scientists? CAMSAP An Luo, Jin Du, Fangqiao Tian, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Charles Fleming, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
2025	J	`jnl`	Can Agentic AI Match the Performance of Human Data Scientists? CoRR An Luo, Jin Du, Fangqiao Tian, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Charles Fleming, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
2025	J	`jnl`	Command-V: Pasting LLM Behaviors via Activation Profiles. CoRR Barry Wang, Avi Schwarzschild, Alexander Robey, Ali Payani, Charles Fleming, Mingjie Sun, Daphne Ippolito
2025	J	`jnl`	ConQuER: Modular Architectures for Control and Bias Mitigation in IQP Quantum Generative Models. CoRR Xiaocheng Zou, Shijin Duan, Charles Fleming, Gaowen Liu, Ramana Rao Kompella, Shaolei Ren, Xiaolin Xu
2025	J	`jnl`	Do LLMs Recognize Your Latent Preferences? A Benchmark for Latent Information Discovery in Personalized Interaction. CoRR Ioannis C. Tsaknakis, Bingqing Song, Shuyu Gan, Dongyeop Kang, Alfredo García, Gaowen Liu, Charles Fleming, Mingyi Hong
2025	A*	`conf`	Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model. CVPR Changchang Sun, Gaowen Liu, Charles Fleming, Yan Yan
2025	J	`jnl`	Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model. CoRR Changchang Sun, Gaowen Liu, Charles Fleming, Yan Yan
2025	A*	`conf`	Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning. ICML Mahavir Dabas, Si Chen, Charles Fleming, Ming Jin, Ruoxi Jia
2025	J	`jnl`	Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning. CoRR Mahavir Dabas, Si Chen, Charles Fleming, Ming Jin, Ruoxi Jia
2025	J	`jnl`	NetBurst: Event-Centric Forecasting of Bursty, Intermittent Time Series. CoRR Satyandra Guthula, Jaber Daneshamooz, Charles Fleming, Ashish Kundu, Walter Willinger, Arpit Gupta
2025	A*	`conf`	On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains. ICML Xun Xian, Ganghua Wang, Xuan Bi, Rui Zhang, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
2025	J	`jnl`	ProDiF: Protecting Domain-Invariant Features to Secure Pre-Trained Models Against Extraction. CoRR Tong Zhou, Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Shaolei Ren, Xiaolin Xu
2025	J	`jnl`	Probing Knowledge Holes in Unlearned LLMs. CoRR Myeongseob Ko, Hoang Anh Just, Charles Fleming, Ming Jin, Ruoxi Jia
2025	A*	`conf`	Retracing the Past: LLMs Emit Training Data When They Get Lost. EMNLP Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin, Ruoxi Jia
2025	J	`jnl`	Retracing the Past: LLMs Emit Training Data When They Get Lost. CoRR Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin, Ruoxi Jia
2025	A*	`conf`	SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. USENIX Security Symposium Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. CoRR Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025	J	`jnl`	Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs. CoRR Meng Lu, Ran Xu, Yi Fang, Wenxuan Zhang, Yue Yu, Gaurav Srivastava, Yuchen Zhuang, Mohamed Elhoseiny, Charles Fleming, Carl Yang, Zhengzhong Tu, Yang Xie, Guanghua Xiao, Hanrui Wang, Di Jin, Wenqi Shi, Xuan Wang
2025	A*	`conf`	Targeted Forgetting of Image Subgroups in CLIP Models. CVPR Zeliang Zhang, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Chenliang Xu
2025	J	`jnl`	Targeted Forgetting of Image Subgroups in CLIP Models. CoRR Zeliang Zhang, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Chenliang Xu
2025	A*	`conf`	Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. DAC Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Kompella, Xiaolin Xu, Shaolei Ren
2025	J	`jnl`	Uncertainty-Aware, Risk-Adaptive Access Control for Agentic Systems using an LLM-Judged TBAC Model. CoRR Charles Fleming, Ashish Kundu, Ramana Kompella
2024	J	`jnl`	On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains. CoRR Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
2024	J	`jnl`	Quantum Secure Anonymous Communication Networks. CoRR Mohammad Saidur Rahman, Stephen DiAdamo, Miralem Mehic, Charles Fleming
2024	J	`jnl`	Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization. CoRR Jiangweizhi Peng, Zhiwei Tang, Gaowen Liu, Charles Fleming, Mingyi Hong
2024	J	`jnl`	Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities. CoRR Kaiwen Cai, Zhekai Duan, Gaowen Liu, Charles Fleming, Chris Xiaoxuan Lu
2024	—	`conf`	Self-adapting Large Visual-Language Models to Edge Devices Across Visual Modalities. ECCV (28) Kaiwen Cai, Zhekai Duan, Gaowen Liu, Charles Fleming, Chris Xiaoxuan Lu
2024	J	`jnl`	You Are What You Buy: Personal Information Extraction From Anonymized Data. IEEE Access Thomas Cilloni, Charles Fleming, Charles Walter
2023	J	`jnl`	Privacy Threats in Stable Diffusion Models. CoRR Thomas Cilloni, Charles Fleming, Charles Walter
2023	J	`jnl`	Story-based authentication for mobile devices using semantically-linked images. Int. J. Hum. Comput. Stud. Ilesanmi Olade, Hai-Ning Liang, Charles Fleming
2022	J	`jnl`	Focused Adversarial Attacks. CoRR Thomas Cilloni, Charles Walter, Charles Fleming
2022	J	`jnl`	Scale Invariant Privacy Preserving Video via Wavelet Decomposition. CoRR Chengkai Yu, Charles Fleming, Hai-Ning Liang
2022	J	`jnl`	Ulixes: Facial Recognition Privacy with Adversarial Machine Learning. Proc. Priv. Enhancing Technol. Thomas Cilloni, Wei Wang, Charles Walter, Charles Fleming
2020	J	`jnl`	BioMove: Biometric User Identification from Human Kinesiological Movements for Virtual Reality Systems. Sensors Ilesanmi Olade, Charles Fleming, Hai-Ning Liang
2020	J	`jnl`	Design and Evaluation of Visualization Techniques of Off-Screen and Occluded Targets in Virtual Reality Environments. IEEE Trans. Vis. Comput. Graph. Difeng Yu, Hai-Ning Liang, Kaixuan Fan, Heng Zhang, Charles Fleming, Konstantinos Papangelis
2020	—	`conf`	Exploring the Vulnerabilities and Advantages of SWIPE or Pattern authentication in Virtual Reality (VR). ICVARS Ilesanmi Olade, Hai-Ning Liang, Charles Fleming, Christopher Champion
2020	—	`conf`	LBRY: A Blockchain-Based Decentralized Digital Content Marketplace. DAPPS Jun Li, Alex Grintsvayg, Jeremy Kauffman, Charles Fleming
2020	J	`jnl`	Personal Mobile devices at work: factors affecting the adoption of security mechanisms. Multim. Tools Appl. Hai-Ning Liang, Charles Fleming, Ka Lok Man
2020	J	`jnl`	Preventing Personal Data Theft in Images with Adversarial ML. CoRR Thomas Cilloni, Wei Wang, Charles Walter, Charles Fleming
2020	J	`jnl`	Toward the creation of a personal device security testbed to aid student learning objectives. J. Comput. Sci. Coll. Charles Walter, Charles Fleming
2020	—	`conf`	Understanding and Detecting Majority Attacks. DAPPS Thomas Cilloni, Xiyu Cai, Charles Fleming, Jun Li
2019	—	`conf`	Assessing the effects of a full-body motion-based exergame in virtual reality. CCHI Wenge Xu, Hai-Ning Liang, Yifan Yu, Diego Monteiro, Khalad Hasan, Charles Fleming
2019	J	`jnl`	Lessons Learned from Developing a Microservice Based Mobile Location-Based Crowdsourcing Platform. CoRR Irwyn Sadien, Konstantinos Papangelis, Charles Fleming, Hai-Ning Liang
2019	J	`jnl`	The Smart CoRR Christopher Champion, Ilesanmi Olade, Konstantinos Papangelis, Haining Liang, Charles Fleming
2018	—	`conf`	A Review of Multimodal Facial Biometric Authentication Methods in Mobile Devices and Their Application in Head Mounted Displays. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Ilesanmi Olade, Hai-Ning Liang, Charles Fleming
2018	J	`jnl`	SemanticLock: An authentication method for mobile devices using semantically-linked images. CoRR Ilesanmi Olade, Haining Liang, Charles Fleming
2017	A*	`conf`	Privacy-Preserving Human Activity Recognition from Extreme Low Resolution. AAAI Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang
2016	—	`conf`	An exploration of usable authentication mechanisms for virtual reality systems. APCCAS Zhen Yu, Hai-Ning Liang, Charles Fleming, Ka Lok Man
2016	J	`jnl`	Privacy-Preserving Egocentric Activity Recognition from Extreme Low Resolution. CoRR Michael S. Ryoo, Brandon Rothrock, Charles Fleming
2015	—	`conf`	Wi-Fi Access Point Roaming: Challenges and Potential Solutions. NBiS Lianyuan Wang, Yuxuan Zhao, David Olalekan Afolabi, Ka Lok Man, Hai-Ning Liang, Dawei Liu, Yiu Fai Lam, Charles Fleming, Moncef B. Tayahi
2014	—	`conf`	Attacking Random Keypads through Click Timing Analysis. CyberC Charles Fleming, Ning Cui, Dawei Liu, Haining Liang
2014	—	`conf`	Mobistore: Secure Cloud-like Storage on Mobile Devices. CSE Charles Fleming, Haining Liang, Ka Lok Man, Yudi An
2014	—	`conf`	User Authentication Interfaces in Mobile Devices: Some Design Considerations. CSE Haining Liang, Charles Fleming, Wei Wang
2013	—	`—`	Data Tethers: Preventing Information Leakage by Enforcing Environmental Data Access Policies. Charles Fleming
2012	—	`conf`	Data Tethers: Preventing information leakage by enforcing environmental data access policies. ICC Charles Fleming, Peter Peterson, Erik Kline, Peter L. Reiher
2005	Misc	`conf`	An Efficient Monte Carlo Approach for Solving Linear Problems in Biomolecular Electrostatics. International Conference on Computational Science (3) Charles Fleming, Michael Mascagni, Nikolai A. Simonov