Hamed Hassani

California University of Pennsylvania — United States

Computer Science · Physical Sciences

24h-index2.4kcitations206works2.32yr avg
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Research Topics

Stochastic Gradient Optimization Techniques(55), Adversarial Robustness in Machine Learning(50), Sparse and Compressive Sensing Techniques(26), Privacy-Preserving Technologies in Data(26), Machine Learning and Algorithms(24)

Publications206 total

MultiRisk: Multiple Risk Control via Iterative Score Thresholding
ArXiv.org·2025Open Access
MultiRisk: Multiple Risk Control via Iterative Score Thresholding
arXiv (Cornell University)·2025Open Access
BrowserArena: Evaluating LLM Agents on Real-World Web Navigation Tasks
arXiv (Cornell University)·2025Open Access
Conditional Gradient Methods
Society for Industrial and Applied Mathematics eBooks·2025· 1 cited
Conformal Information Pursuit for Interactively Guiding Large Language Models
arXiv (Cornell University)·2025Open Access
Benchmarking Misuse Mitigation Against Covert Adversaries
arXiv (Cornell University)·2025Open Access
Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
arXiv (Cornell University)·2025Open Access
Adversarial Attacks on Robotic Vision Language Action Models
arXiv (Cornell University)·2025Open Access
Jailbreaking LLM-Controlled Robots
2025· 4 cited
Jailbreaking Black Box Large Language Models in Twenty Queries
2025· 53 cited
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
arXiv (Cornell University)·2025Open Access
Safety Guardrails for LLM-Enabled Robots
arXiv (Cornell University)·2025· 2 citedOpen Access
Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
arXiv (Cornell University)·2025Open Access
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
arXiv (Cornell University)·2025Open Access
Adversarial Reasoning at Jailbreaking Time
arXiv (Cornell University)·2025Open Access
On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning
arXiv (Cornell University)·2025Open Access
Evaluating the Performance of Large Language Models via Debates
2025· 1 citedOpen Access
Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity
SSRN Electronic Journal·2025· 1 citedOpen Access
Watermark Smoothing Attacks against Language Models
2025Open Access
Adaptively profiling models with task elicitation
2025Open Access
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Frequent Co-authors

Aryan Mokhtari(16), Amin Karbasi(15), George J. Pappas(11), Alexander Robey(9), Ramtin Pedarsani(6), Amirhossein Reisizadeh(5), Zebang Shen(5), Shirin Saeedi Bidokhti(4), Mingrui Zhang(4), Xingran Chen(3), Edgar Dobriban(3), Eric Wong(3), Aritra Mitra(3), Ali Jadbabaie(2), Konstantinos Gatsis(2), Isidoros Tziotis(2), Mahyar Fazlyab(2), Manfred Morari(2), Mario Lučić(2), Andreas Krause(2)