Gies College of Business at UIUC

university

AI & ML interests

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Recent Activity

HongxiangLi authored a paper 8 days ago

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing

Glaciohound authored a paper 8 days ago

Tool Learning with Foundation Models

Glaciohound authored a paper 8 days ago

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought

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Gies's activity

lingming

authored a paper 28 days ago

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published 28 days ago • 71

YifengDing

authored a paper 5 months ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published Oct 31, 2024 • 24

YifengDing

authored 2 papers 6 months ago

Evaluating Language Models for Efficient Code Generation

Paper • 2408.06450 • Published Aug 12, 2024

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 7

IrohXu

authored 6 papers 8 months ago

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents

Paper • 2401.00812 • Published Jan 1, 2024 • 9

What is the Visual Cognition Gap between Humans and Multimodal LLMs?

Paper • 2406.10424 • Published Jun 14, 2024

Mitigating Transformer Overconfidence via Lipschitz Regularization

Paper • 2306.06849 • Published Jun 12, 2023

Spurious Correlations in Machine Learning: A Survey

Paper • 2402.12715 • Published Feb 20, 2024 • 1

MACP: Efficient Model Adaptation for Cooperative Perception

Paper • 2310.16870 • Published Oct 25, 2023

LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs

Paper • 2312.04372 • Published Dec 7, 2023

lingming

authored a paper 9 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 62

YifengDing

authored a paper 11 months ago

XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Paper • 2404.15247 • Published Apr 23, 2024 • 3

lingming

authored a paper about 1 year ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 138

lingming

authored 4 papers over 1 year ago

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 82

Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair

Paper • 2309.00608 • Published Sep 1, 2023 • 2

Universal Fuzzing via Large Language Models

Paper • 2308.04748 • Published Aug 9, 2023

NeuRI: Diversifying DNN Generation via Inductive Rule Inference

Paper • 2302.02261 • Published Feb 4, 2023 • 3

YifengDing

authored a paper over 1 year ago

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 82

wzq016

authored a paper over 1 year ago

Enable Language Models to Implicitly Learn Self-Improvement From Data

Paper • 2310.00898 • Published Oct 2, 2023 • 23

Glaciohound

authored a paper over 1 year ago

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models

Paper • 2308.16137 • Published Aug 30, 2023 • 40