SOSBENCH: Benchmarking Safety Alignment on Scientific Knowledge Paper • 2505.21605 • Published May 27, 2025
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data Paper • 2510.09781 • Published Oct 10, 2025 • 27
PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory Paper • 2512.06688 • Published Dec 7, 2025 • 2
Emergent Social Intelligence Risks in Generative Multi-Agent Systems Paper • 2603.27771 • Published Mar 29 • 52
Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty? Paper • 2605.12684 • Published May 12 • 11
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks? Paper • 2606.05080 • Published Jun 3 • 31
Steering Multimodal Large Language Models Decoding for Context-Aware Safety Paper • 2509.19212 • Published Sep 23, 2025
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments Paper • 2510.01179 • Published Oct 1, 2025 • 29
VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL Paper • 2505.23977 • Published May 29, 2025 • 10
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning Paper • 2505.14625 • Published May 20, 2025 • 13
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities Paper • 2502.12025 • Published Feb 17, 2025 • 3
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding Paper • 2503.02951 • Published Mar 4, 2025 • 34
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding Paper • 2503.02951 • Published Mar 4, 2025 • 34
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 40
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models Paper • 2406.12257 • Published Jun 18, 2024
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers Paper • 2310.05400 • Published Oct 9, 2023 • 1
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing Paper • 2203.17266 • Published Mar 31, 2022
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts Paper • 2402.10958 • Published Feb 12, 2024
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model Paper • 2501.02790 • Published Jan 6, 2025 • 8
Stronger Models are NOT Stronger Teachers for Instruction Tuning Paper • 2411.07133 • Published Nov 11, 2024 • 39