UCSB AI Group

university

https://nlp.cs.ucsb.edu

AI & ML interests

NLP, ML, CV, etc.

Recent Activity

xw-eric authored a paper 1 day ago

Evolving Agent Interfaces

xw-eric authored a paper 1 day ago

LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents

xw-eric authored a paper 1 day ago

MemFold: Learning Compact Soft Memory for Long-Context Personalization via On-Policy Optimization

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Papers

Auditing Agent Harness Safety

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

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ucsbai 's papers 8

Submitted by

Chengzhi Liu

Auditing Agent Harness Safety

ucsbai

Submitted by

zhenzhang

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

ucsbai

Submitted by

taesiri

Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistants

ucsbai

Submitted by

taesiri

Learning Situated Awareness in the Real World

ucsbai

Submitted by

Kaijie Zhu

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

ucsbai

Submitted by

Chengzhi Liu

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

ucsbai

1

Submitted by

Xin Eric Wang

Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations

ucsbai

Submitted by

Xin Eric Wang

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

ucsbai