Gies College of Business at UIUC

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chengq9 

authored 6 papers about 2 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5 • 80

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Paper • 2502.01042 • Published Feb 3 • 1

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28 • 81

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29 • 29

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11 • 7

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24 • 11

tianxinwei 

authored 4 papers 2 months ago

NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

Paper • 2307.08941 • Published Jul 18, 2023 • 1

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Paper • 2403.10667 • Published Mar 15, 2024 • 1

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Paper • 2502.08767 • Published Feb 12

WAPITI: A Watermark for Finetuned Open-Source LLMs

Paper • 2410.06467 • Published Oct 9, 2024

Zory 

authored a paper 5 months ago

Can Vision Language Models Infer Human Gaze Direction? A Controlled Study

Paper • 2506.05412 • Published Jun 4 • 4

tianxinwei 

authored a paper 5 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6 • 73

chengq9 

authored 8 papers 7 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Paper • 2402.09205 • Published Feb 14, 2024

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Paper • 2410.12361 • Published Oct 16, 2024

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published Feb 13 • 35

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Paper • 2503.01935 • Published Mar 3 • 29

SMART: Self-Aware Agent for Tool Overuse Mitigation

Paper • 2502.11435 • Published Feb 17

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset

Paper • 2504.03612 • Published Apr 4 • 2