Tianyu Pang

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authored 3 papers about 1 month ago

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26 • 24

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms

Paper • 2505.15141 • Published May 21 • 4

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

Paper • 2505.16175 • Published May 22 • 41

authored a paper about 2 months ago

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19 • 35

authored 16 papers 3 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21 • 46

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 • 1

Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses

Paper • 2406.01288 • Published Jun 3, 2024 • 1

Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs

Paper • 2406.09136 • Published Jun 13, 2024

RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published Jul 1, 2024 • 40

Does Federated Learning Really Need Backpropagation?

Paper • 2301.12195 • Published Jan 28, 2023

On Calibrating Diffusion Probabilistic Models

Paper • 2302.10688 • Published Feb 21, 2023 • 1

Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates

Paper • 2410.07137 • Published Oct 9, 2024 • 8

Improving Long-Text Alignment for Text-to-Image Diffusion Models

Paper • 2410.11817 • Published Oct 15, 2024 • 15