Key papers

• Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement (2026)
  Jian Zhang et al.
  1.94
• TAROT: Test-driven and Capability-adaptive Curriculum Reinforcement Fine-tuning for Code Generation with Large Language Models (2026)
  Chansung Park et al.
  1.94
• Qualixar OS: A Universal Operating System for AI Agent Orchestration (2026)
  Varun Pratap Bhardwaj
  1.94
• The Role of Feedback Alignment in Self-Distillation (2026)
  Semih Kara et al.
  1.94
• The Verification Horizon: No Silver Bullet for Coding Agent Rewards (2026)
  Binghai Wang et al.
  1.94
• STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation (2026)
  Ying Shen et al.
  1.89
• TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems (2026)
  Chen Xu et al.
  1.89
• Function2Scene: 3D Indoor Scene Layout from Functional Specifications (2026)
  Ruiqi Wang et al.
  1.89
• Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration (2026)
  Bowei He et al.
  1.72
• AutoPresent: Designing Structured Visuals from Scratch (2025)
  Jiaxin Ge et al.
  1.28
• Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction (2025)
  Rui Qian et al.
  1.28
• YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment (2025)
  Amitava Das et al.
  1.28
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• NatureLM: Deciphering the Language of Nature for Scientific Discovery (2025)
  Yingce Xia et al.
  1.28
• Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity (2025)
  Yuri Kuratov et al.
  1.28
• Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts (2025)
  Hanhua Hong et al.
  1.28
• The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think (2025)
  Seongyun Lee et al.
  1.28
• Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning (2025)
  Yinjie Wang et al.
  1.28
• Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid (2025)
  Julius Gonsior et al.
  1.28
• Improving large language models with concept-aware fine-tuning (2025)
  Michael K. Chen et al.
  1.28
• Retrieval-augmented reasoning with lean language models (2025)
  Ryan Sze-Yin Chan et al.
  1.28
• End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning (2025)
  Qiaoyu Zheng et al.
  1.28
• OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation (2025)
  Jianwen Jiang et al.
  1.28
• Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs (2025)
  Richard Cornelius Suwandi et al.
  1.28
• RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning (2025)
  Sicheng Feng et al.
  1.28
• Agentic Design of Compositional Machines (2025)
  Wenqian Zhang et al.
  1.28
• AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery (2025)
  Yuqi Yin et al.
  1.28
• VQ-VA World: Towards High-Quality Visual Question-Visual Answering (2025)
  Chenhui Gou et al.
  1.28
• Counterfactuals for Design: A Model-Agnostic Method For Design Recommendations (2023)
  Lyle Regenwetter et al.
  —
• CodeTF: One-stop Transformer Library for State-of-the-art Code LLM (2023)
  Nghi D. Q. Bui et al.
  —
• Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models (2024)
  Wei Chen et al.
  —
• Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning (2024)
  Gang Liu et al.
  —
• CAD-Recode: Reverse Engineering CAD Code from Point Clouds (2024)
  Danila Rukhovich et al.
  —
• From Elements to Design: A Layered Approach for Automatic Graphic Design Composition (2024)
  Jiawei Lin et al.
  —