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authored 7 papers 5 months ago

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Paper • 2505.21494 • Published May 27, 2025 • 8

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27, 2025 • 26

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28, 2025 • 29

LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification

Paper • 2502.17421 • Published Feb 24, 2025

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1, 2025 • 78

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 69

authored 4 papers 9 months ago

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26, 2025 • 24

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms

Paper • 2505.15141 • Published May 21, 2025 • 4

QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design

Paper • 2505.16175 • Published May 22, 2025 • 42

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19, 2025 • 36

authored 9 papers 10 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21, 2025 • 47

A Recipe for Watermarking Diffusion Models

Paper • 2303.10137 • Published Mar 17, 2023

Adversarial Attacks and Defences Competition

Paper • 1804.00097 • Published Mar 31, 2018

On Evaluating Adversarial Robustness of Large Vision-Language Models

Paper • 2305.16934 • Published May 26, 2023

Intriguing Properties of Data Attribution on Diffusion Models

Paper • 2311.00500 • Published Nov 1, 2023 • 2

Finetuning Text-to-Image Diffusion Models for Fairness

Paper • 2311.07604 • Published Nov 11, 2023

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

Paper • 2402.08567 • Published Feb 13, 2024 • 2

Robustness and Accuracy Could Be Reconcilable by (Proper) Definition

Paper • 2202.10103 • Published Feb 21, 2022

Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning

Paper • 2402.13669 • Published Feb 21, 2024