Furong Huang
- Papers
- 35
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Authored papers
35TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models
arXiv 2026
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing
arXiv 2026
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
arXiv 2025
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
arXiv 2025
Zero-Shot Vision Encoder Grafting via LLM Surrogates
ICCV 2025
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
arXiv 2025
PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach
arXiv 2025
MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning
arXiv 2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
arXiv 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
arXiv 2025
TrustLLM: Trustworthiness in Large Language Models
arXiv 2024
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment
arXiv 2024
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
CVPR 2025 1
ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
arXiv 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
arXiv 2024
AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models
arXiv 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
arXiv 2024
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
arXiv 2024
WAVES: Benchmarking the Robustness of Image Watermarks
arXiv 2024
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
ICCV 2025
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
arXiv 2024
Is poisoning a real threat to LLM alignment? Maybe more so than you think
arXiv 2024
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control
arXiv 2024
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
arXiv 2024
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
arXiv 2024
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
arXiv 2023
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
arXiv 2023
Towards Realistic Mechanisms That Incentivize Federated Participation and Contribution
arXiv 2023
Decodable and Sample Invariant Continuous Object Encoder
arXiv 2023
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
CVPR 2024 1
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
arXiv 2023
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification
arXiv 2023
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
cold-diffusion-inverting-arbitrary-image
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy
arXiv 2022
Datasets for Studying Generalization from Easy to Hard Examples
arXiv 2021
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