R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization Paper • 2503.12937 • Published Mar 17 • 30
Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks Paper • 2503.11514 • Published Mar 13 • 18
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems Paper • 2502.19328 • Published Feb 26 • 22
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Paper • 2504.00891 • Published Apr 1 • 14
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 301
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection Paper • 2505.00506 • Published May 1
MLLM-as-a-Judge for Image Safety without Human Labeling Paper • 2501.00192 • Published Dec 31, 2024 • 32
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research Paper • 2505.19253 • Published May 25 • 29
Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights Paper • 2506.02865 • Published Jun 3 • 31
LLMalMorph: On The Feasibility of Generating Variant Malware using Large-Language-Models Paper • 2507.09411 • Published Jul 12 • 3