Ruoming Jin

Generalizing Linear Autoencoder Recommenders with Decoupled Expected Quadratic Loss

Automatic Dialectic Jailbreak: A Framework for Generating Effective Jailbreak Strategies

APlaud: Adaptive Personalized Low-Rank Decomposition for User-Specific LLM

Stealthy Jailbreaking Attacks via Hyperbolic Hamiltonian Dynamics and Möbius Fusion

Adversarial Advertisement in Text-to-Image Generative Models

On Training Mixture-of-Experts: A Social Choice Perspective

Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning

PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

Can Large Language Models Understand Intermediate Representations in Compilers?

On PAC-Bayes Bounds for Linear Autoencoders

PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

k-Odd One Clear (k-OOC), a novel GPU kernel that improves quantization accuracy and speed of GPTQ algorithm

Riemannian Low-Rank Adaptation for Federated Fine-Tuning of Foundation Models