TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning Paper • 2601.04698 • Published Jan 8 • 10
LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls Paper • 2511.09148 • Published Nov 12, 2025 • 18
Kimi Linear: An Expressive, Efficient Attention Architecture Paper • 2510.26692 • Published Oct 30, 2025 • 123
Emu3.5: Native Multimodal Models are World Learners Paper • 2510.26583 • Published Oct 30, 2025 • 110
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark Paper • 2510.26802 • Published Oct 30, 2025 • 34
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning Paper • 2510.23473 • Published Oct 27, 2025 • 85
InteractComp: Evaluating Search Agents With Ambiguous Queries Paper • 2510.24668 • Published Oct 28, 2025 • 98
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 101