University of California, Los Angeles

university

https://www.ucla.edu/

AI & ML interests

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Recent Activity

xw27 submitted a paper about 7 hours ago

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

Lewis-Lau submitted a paper 8 days ago

Unlocking Feature Learning in Gated Delta Networks at Scale

Lewis-Lau submitted a paper 8 days ago

Self-Distilled Policy Gradient

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Papers

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

Self-Distilled Policy Gradient

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UCLA 's papers 13

Submitted by

Xiaoxuan Wang

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

UCLA

University of California, Los Angeles

Submitted by

Yifeng Liu

Self-Distilled Policy Gradient

UCLA

University of California, Los Angeles

Submitted by

Yifeng Liu

Unlocking Feature Learning in Gated Delta Networks at Scale

UCLA

University of California, Los Angeles

Submitted by

Shufan Li

Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization

UCLA

University of California, Los Angeles

Submitted by

Ziheng Zhou

Less is More: Early Stopping Rollout for On-Policy Distillation

UCLA

University of California, Los Angeles

Submitted by

Xiaoxuan Wang

ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning

UCLA

University of California, Los Angeles

Submitted by

Minxin Zhang

Adam Improves Muon: Adaptive Moment Estimation with Orthogonalized Momentum

UCLA

University of California, Los Angeles

Submitted by

Yun Zhang

TIC-VLA: A Think-in-Control Vision-Language-Action Model for Robot Navigation in Dynamic Environments

UCLA

University of California, Los Angeles

Submitted by

Yifeng Liu

MARS-M: When Variance Reduction Meets Matrices

UCLA

University of California, Los Angeles

1

Submitted by

Sheriff I

The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP

UCLA

University of California, Los Angeles

2

Submitted by

Lawrence Liu

ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization

UCLA

University of California, Los Angeles

2

Submitted by

Lucas Bandarkar

Multilingual Routing in Mixture-of-Experts

UCLA

University of California, Los Angeles

Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series

UCLA

University of California, Los Angeles