AJ.Zhou

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authored 3 papers about 2 months ago

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch

Paper • 2505.03733 • Published May 6 • 17

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15 • 47

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents

Paper • 2505.21496 • Published May 27 • 39

authored a paper 7 months ago

Chimera: Improving Generalist Model with Domain-Specific Experts

Paper • 2412.05983 • Published Dec 8, 2024 • 9

authored a paper 8 months ago

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices

Paper • 2411.10640 • Published Nov 16, 2024 • 47

authored 2 papers 9 months ago

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 33

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

Paper • 2410.08196 • Published Oct 10, 2024 • 48

authored 5 papers about 1 year ago

MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11, 2024 • 34

TerDiT: Ternary Diffusion Models with Transformers

Paper • 2405.14854 • Published May 23, 2024 • 2

ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation

Paper • 2405.17057 • Published May 27, 2024

SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models

Paper • 2405.16057 • Published May 25, 2024

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning

Paper • 2407.00782 • Published Jun 30, 2024 • 26

authored 8 papers over 1 year ago

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Paper • 2303.16199 • Published Mar 28, 2023 • 4

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Paper • 2304.15010 • Published Apr 28, 2023 • 4

JourneyDB: A Benchmark for Generative Image Understanding

Paper • 2307.00716 • Published Jul 3, 2023 • 19

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Paper • 2308.07921 • Published Aug 15, 2023 • 23

Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement

Paper • 2304.01195 • Published Apr 3, 2023

Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-Design

Paper • 2309.13015 • Published Sep 22, 2023

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Paper • 2402.16352 • Published Feb 26, 2024 • 2

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Paper • 2402.14800 • Published Feb 22, 2024 • 3