Depth-adaptive Inference of Looped Language Models via Continuous Depth Batching
Paper • 2608.09444 • Published • 13
Maddy Cho
maddycho
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AI & ML interests
LLM reasoning, chain-of-thought prompting, mathematical reasoning, tree-of-thought
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papers 14 days ago
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL
Paper • 2609.20715 • Published • 44
VABench: Measuring Embodied Spatial Intelligence through Visual Demonstrations, Active Perception, and Metric Control
Paper • 2609.19554 • Published • 43
When2Think: Learning When and How Much to Reason
Paper • 2609.19671 • Published • 54
What Does Privileged Information Add to On-Policy Self-Distillation?
Paper • 2609.20612 • Published • 36
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning
Paper • 2609.20784 • Published • 57
Verifiable Social Reasoning for LLM Assistants
Paper • 2609.17496 • Published • 68
StudentSim: Training LLM-based Student Simulators
Paper • 2609.01591 • Published • 496
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
Paper • 2609.19969 • Published • 224