Released AdaCtrl: adaptive and controllable reasoning via difficulty-aware budgeting (May 2025)
Released ReTool: reinforcement learning-based multi-turn tool-use agent training framework (Apr 2025)
Released UI-TARS: open-source GUI Agent foundation model with 6.2K+ GitHub stars (Jan 2025)
Multiple papers published at top-tier conferences including ACL, EMNLP, AAAI, and ICASSP, covering LLM reasoning, tool use, and multimodal understanding