University of Southern California

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Papers

Adaptive Generate-Rank-Verify: Inference-Time Search with Costly Verification

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

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authored 2 papers 4 months ago

SNIC bifurcation and its Application to MEMS

Paper • 2508.19285 • Published Aug 25, 2025

Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation

Paper • 2605.08541 • Published May 12

submitted a paper to Daily Papers 5 months ago

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

Paper • 2605.06241 • Published May 7 • 5

submitted a paper to Daily Papers 5 months ago

Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?

Paper • 2604.17338 • Published Apr 19 • 5

submitted a paper to Daily Papers 6 months ago

LOME: Learning Human-Object Manipulation with Action-Conditioned Egocentric World Model

Paper • 2603.27449 • Published Mar 28 • 4

authored a paper 6 months ago

GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents

Paper • 2603.24329 • Published Mar 25 • 26

authored 2 papers 6 months ago

HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging

Paper • 2102.00824 • Published Jan 18, 2021

CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning

Paper • 2306.11128 • Published Jun 19, 2023

in USC/README 7 months ago

Who runs this page?

#1 opened 7 months ago by

in USC/README 7 months ago

Who runs this page?

#1 opened 7 months ago by

in USC/README 7 months ago

Who runs this page?

#1 opened 7 months ago by

published a Space 7 months ago

README

in USC/README 7 months ago

Who runs this page?

#1 opened 7 months ago by

submitted a paper to Daily Papers 9 months ago

Are LLM Decisions Faithful to Verbal Confidence?

Paper • 2601.07767 • Published Jan 12 • 5

submitted a paper to Daily Papers 10 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

authored 2 papers 11 months ago

X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning

Paper • 2510.19150 • Published Oct 22, 2025 • 1

Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations

Paper • 2509.16457 • Published Sep 19, 2025 • 1

authored a paper about 1 year ago

Compositional Coordination for Multi-Robot Teams with Large Language Models

Paper • 2507.16068 • Published Jul 21, 2025

authored 2 papers about 1 year ago

VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis

Paper • 2505.18570 • Published May 24, 2025

Activation Steering for Chain-of-Thought Compression

Paper • 2507.04742 • Published Jul 7, 2025 • 1