Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection Paper • 2303.10840 • Published Mar 20, 2023 • 1
GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs Paper • 2412.11258 • Published Dec 15, 2024 • 13
AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond Paper • 2509.26636 • Published Sep 30, 2025
See-Control: A Multimodal Agent Framework for Smartphone Interaction with a Robotic Arm Paper • 2512.08629 • Published Dec 9, 2025 • 1
LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding Paper • 2405.17104 • Published May 27, 2024
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment Paper • 2402.19085 • Published Feb 29, 2024
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction Paper • 2408.08585 • Published Aug 16, 2024
Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding Paper • 2509.06923 • Published Sep 8, 2025 • 22
Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization Paper • 2502.05605 • Published Feb 8, 2025
Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning Paper • 2506.07851 • Published Jun 9, 2025
Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification Paper • 2601.21244 • Published Jan 29 • 12
AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis Paper • 2602.09372 • Published Feb 10 • 7
Cog-Rethinker: Hierarchical Metacognitive Reinforcement Learning for LLM Reasoning Paper • 2510.15979 • Published Oct 13, 2025
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs Paper • 2510.01037 • Published Oct 1, 2025 • 2