ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models
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Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluatio…
What Fits (Into Few Tokens) Doesn't Overfit: Compression and Generalization in ML Researc…
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World…
Superficial Beliefs in LLM Decision-Making
Bellman-Taylor Score Decoding for Markov Decision Processes with State-Dependent Feasible…
Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?
Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans
WorldKernel: A World Model is the Coupling Kernel of Admissible Possible Worlds
TD-Grokking: Learning from Zero-Reward Problems by Training-Time Decomposition
What Spatial Memory Must Store: Occlusion as the Test for Language-Agent Memory
From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Con…
Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algori…
A complementary study on PlanGPT: Evaluation with defined Performance Metrics and compari…
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympi…
Trace2Policy: From Expert Behavior Traces to Self-Evolving Decision Agents
Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents…
A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcem…
STAGE-Claw: Automated State-based Agent Benchmarking for Realistic Scenarios
Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune
Belief-Space Control for Personalized Cancer Treatment via Active Inference
ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience
Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Lea…
Agentic Social Affordance Framework (ASAF): Agent Identity Design as a Collaboration Inte…
Culturally-Aware AI for Cross-Boundary Community Learning: Undergraduate Innovation at th…
Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution
Large-scale semantic mapping of learner agency and autonomy reveals what measurement and …
Do VLMs Reason Like Engineers? A Benchmark and a Stage-wise Evaluation
Moonshine: An Autonomous Mathematical Research Agent Centered on Conjecture Generation