Gies College of Business at UIUC

university

AI & ML interests

None defined yet.

Gies's activity

YifengDing

authored a paper 3 months ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published Oct 31, 2024 • 23

YifengDing

authored 2 papers 4 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

lingming

authored a paper 7 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 59

YifengDing

authored a paper 10 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

danielz01

authored 3 papers 11 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 12 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 137

Zory

authored a paper about 1 year 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 • 81

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 about 1 year ago

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 81

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