Gies College of Business at UIUC

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HongxiangLi 

authored a paper about 1 month ago

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Paper • 2412.09349 • Published Dec 12, 2024 • 8

IrohXu 

authored 6 papers 6 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 • 4

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 7 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 57

danielz01 

authored 3 papers 10 months ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16

Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data

Paper • 2401.17600 • Published Jan 31, 2024

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer

Paper • 2312.03724 • Published Nov 27, 2023 • 1

lingming 

authored a paper 11 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 137

Zory 

authored a paper 12 months ago

Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Paper • 2401.12947 • Published Jan 23, 2024 • 2

lingming 

authored 4 papers about 1 year ago

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 80

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

danielz01 

authored a paper over 1 year ago

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Paper • 2306.11698 • Published Jun 20, 2023 • 12

kastan 

authored a paper over 1 year ago

Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained Experts

Paper • 2304.10505 • Published Mar 24, 2023 • 1