Submitted by Amirhossein Abaskohi 5 ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction Microsoft Research 2
Submitted by Wenbo Pan 70 Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts Microsoft Research 53 3
Submitted by Vaishnavi Shrivastava 9 ECHO: Terminal Agents Learn World Models for Free Microsoft Research 3
Submitted by taesiri 29 From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Microsoft Research 158 2
Submitted by taesiri 264 SkillOpt: Executive Strategy for Self-Evolving Agent Skills Microsoft Research 16.2k 5
Submitted by Qianhui WU 21 Orchard: An Open-Source Agentic Modeling Framework Microsoft Research 477 2
Submitted by JeonghyeKim 17 Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR Microsoft Research 2
Submitted by Weijie Wang 119 World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Microsoft Research 417 3
Submitted by Aditya Kanade 1 Mind's Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs Microsoft Research 2
Submitted by taesiri 8 MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation Microsoft Research 17 1
Amirhossein Abaskohi 
