Duke University

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https://duke.edu

AI & ML interests

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authored a paper 2 months ago

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Paper • 2603.03790 • Published Mar 4 • 121

updated a Space 3 months ago

README

published a Space 5 months ago

README

authored 3 papers 6 months ago

Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution

Paper • 2408.00160 • Published Jul 31, 2024 • 1

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

Paper • 2505.23883 • Published May 29, 2025 • 3

BIOCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models

Paper • 2510.20095 • Published Oct 23, 2025 • 1

authored 4 papers 7 months ago

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Paper • 2505.14708 • Published May 17, 2025

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published Oct 1, 2025 • 42

The Geometry of Reasoning: Flowing Logics in Representation Space

Paper • 2510.09782 • Published Oct 10, 2025 • 7

Why Do Transformers Fail to Forecast Time Series In-Context?

Paper • 2510.09776 • Published Oct 10, 2025 • 3

authored 2 papers 11 months ago

LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers

Paper • 2412.12444 • Published Dec 17, 2024

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs

Paper • 2506.00577 • Published May 31, 2025 • 12

authored 4 papers over 1 year ago

RNeXML: a package for reading and writing richly annotated phylogenetic, character, and trait data in R

Paper • 1506.02722 • Published Jun 8, 2015

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images

Paper • 2407.08027 • Published Jul 10, 2024

Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks

Paper • 2306.03228 • Published Jun 5, 2023 • 2

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images

Paper • 2408.16176 • Published Aug 28, 2024 • 8

authored a paper over 1 year ago

Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time

Paper • 2408.13233 • Published Aug 23, 2024 • 23