Recent Works

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Sorted by most recent date added to the index first, which may not be the same as publication date order.

2025 conference paper

Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian

The Forty-second International Conference on Machine Learning, ICML.

By: T. Paniagua, C. Savadikar & T. Wu

Source: ORCID
Added: August 26, 2025

2025 conference paper

GSBA$\textasciicircumK$: $top$-$K$ Geometric Score-based Black-box Attack

The Thirteenth International Conference on Learning Representations. https://openreview.net/forum?id=htX7AoHyln

By: M. Reza, R. Jin, T. Wu & H. Dai

Source: ORCID
Added: August 26, 2025

2025 article

H$^3$GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning

https://arxiv.org/abs/2504.11699

By: R. Xue & T. Wu

Source: ORCID
Added: August 26, 2025

2025 conference paper

ScaleLSD: Scalable Deep Line Segment Detection Streamlined

IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR.

By: Z. Ke, B. Tan, X. Zheng, Y. Shen, T. Wu & N. Xue

Source: ORCID
Added: August 26, 2025

2025 conference paper

WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models

The Forty-second International Conference on Machine Learning, ICML.

By: C. Savadikar, . Song & T. Wu

Source: ORCID
Added: August 26, 2025

2025 article

Using Immersive Technologies to Teach Technical Skills in Biotechnology

Srougi, M., Cartwright, E., Spencer, D., Mckeown, C., Tredwell, D., Potts, C., & Jhala, A. (2025, May). JOURNAL OF BIOLOGICAL CHEMISTRY, Vol. 301.

author keywords: biotechnology; mammalian cell culture; laboratory training; immersive; interactive; virtual
topics (OpenAlex): Biomedical and Engineering Education
Sources: Web Of Science, NC State University Libraries
Added: July 21, 2025

2025 article

DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos

2025 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV, pp. 4891–4901.

By: C. Zheng*, X. Liu n, Q. Peng*, T. Wu n, P. Wang* & C. Chen*

topics (OpenAlex): Human Pose and Action Recognition; Generative Adversarial Networks and Image Synthesis; 3D Shape Modeling and Analysis
Sources: Web Of Science, NC State University Libraries
Added: July 17, 2025

2025 article

Porous Conservation: The Complex History of Residents in National Parks in Latin America

Wakild, E., Freitas, F., & Leal, C. (2025, May 22). ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, Vol. 5.

By: E. Wakild*, F. Freitas n & C. Leal*

co-author countries: Bolivia (Plurinational State of) 🇧🇴

Contributors: F. Freitas n, E. Wakild* & C. Leal*

author keywords: conservation; dispossession; history; Latin America; national parks
topics (OpenAlex): American Environmental and Regional History; Conservation, Biodiversity, and Resource Management; Historical and Cultural Archaeology Studies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
15. Life on Land (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: June 5, 2025

2025 chapter

Charting the Planalto Central

In F. Freitas & J. Blanc (Eds.), The Interior: Recentering Brazilian History (pp. 145–168). https://utpress.utexas.edu/9781477330371/

By: F. Freitas

Contributors: F. Freitas

Ed(s): F. Freitas & J. Blanc

Source: ORCID
Added: February 24, 2025

2025 journal article

Seed Oyster Inspection, Matsushima Bay (circa 1958)

ENVIRONMENTAL HISTORY, 30(1), 168–182.

By: M. Booker n & K. Ericson n

co-author countries: Japan 🇯🇵
topics (OpenAlex): Geology and Paleoclimatology Research
Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 11, 2025

2024 journal article

A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction

CoRR, abs/2405.20310.

By: J. Shen, N. Xue & T. Wu*

topics (OpenAlex): Computer Graphics and Visualization Techniques; 3D Shape Modeling and Analysis
Source: ORCID
Added: August 26, 2025

2024 article

NEAT: Distilling 3D Wireframes from Neural Attraction Fields

2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp. 19968–19977.

By: N. Xue, B. Tan, Y. Xiao, L. Dong*, G. Xia*, T. Wu n, Y. Shen

co-author countries: China 🇨🇳
topics (OpenAlex): Image Processing and 3D Reconstruction; Image and Object Detection Techniques; 3D Surveying and Cultural Heritage
Sources: Web Of Science, NC State University Libraries
Added: February 10, 2025

2024 article

Multi-View Attentive Contextualization for Multi-View 3D Object Detection

2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp. 16688–16698.

By: X. Liu n, C. Zheng*, M. Qian, N. Xue, C. Chen*, Z. Zhang, C. Li, T. Wu n

topics (OpenAlex): Advanced Neural Network Applications; Advanced Image and Video Retrieval Techniques; Video Surveillance and Tracking Methods
Sources: Web Of Science, NC State University Libraries
Added: January 21, 2025

2024 article

Enhancing Approximate Message Passing via Diffusion Models Towards On-Device Intelligence

2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, pp. 890–895.

By: P. Dai, K. Yue n, R. Jin*, T. Wu n & K. Xiong*

co-author countries: China 🇨🇳
author keywords: compressed sensing; approximate message passing; diffusion models; edge computing
topics (OpenAlex): Advanced MIMO Systems Optimization; Molecular Communication and Nanonetworks; Wireless Communication Security Techniques
Sources: Web Of Science, NC State University Libraries
Added: December 9, 2024

2024 article

Development and Evaluation of an Immersive and Interactive Virtual Cell Culture Training for Accessible Biotechnology

Srougi, M., Spencer, D., Cartwright, E., McKeown, C., Potts, C., & Jhala, A. (2024, March). JOURNAL OF BIOLOGICAL CHEMISTRY, Vol. 300, pp. S79–S79.

topics (OpenAlex): Biomedical and Engineering Education
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: December 2, 2024

2024 article proceedings

High-Speed Receiver Transient Modeling with Generative Adversarial Networks

By: P. Kashyap*, A. Deroo*, D. Baron n, C. Wong n, T. Wu n & P. Franzon n

co-author countries: Taiwan, Province of China 🇹🇼
author keywords: Data-Driven; Generative; Macro-model; SerDes; Transient
topics (OpenAlex): Non-Destructive Testing Techniques; Advanced Electrical Measurement Techniques; Magnetic Properties and Applications
Sources: Web Of Science, NC State University Libraries, Crossref
Added: August 26, 2024

2024 journal article

Student experiences with a molecular biotechnology course containing an interactive 3D immersive simulation and its impact on motivational beliefs

PLOS ONE, 19(7).

By: D. Spencer n, C. Mckeown n, D. Tredwell n, B. Huckaby n, A. Wiedner n, J. Dums n, E. Cartwright n, C. Potts n ...

Ed(s): R. Lavi

MeSH headings : Humans; Students / psychology; Motivation; Biotechnology / education; Biotechnology / methods; Male; Female; Virtual Reality; Young Adult; Adult; Computer Simulation
topics (OpenAlex): Career Development and Diversity; Psychological and Educational Research Studies; Educational Strategies and Epistemologies
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 14, 2024

2024 article

Before Biodiversity: Trajectories of National Parks in Latin America (1930s-1980s)

Freitas, F., Leal, C., & Wakild, E. (2024, May 3). LATIN AMERICAN RESEARCH REVIEW, Vol. 5.

By: F. Freitas n, C. Leal* & E. Wakild*

co-author countries: Colombia 🇨🇴
author keywords: national parks; state; nature; forests; landscapes; science; parques nacionales; estado; naturaleza; bosques; paisajes; ciencia
topics (OpenAlex): Colonialism, slavery, and trade; Anthropological Studies and Insights
Sources: ORCID, Web Of Science, NC State University Libraries
Added: May 8, 2024

2024 journal article

Placing Insects in Histories of Science

ISIS, 115(1), 136–140.

co-author countries: Ireland 🇮🇪
topics (OpenAlex): Animal and Plant Science Education; Plant and animal studies; History of Science and Natural History
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: April 15, 2024

2024 article

Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

Jin, R., Liu, Y., Huang, Y., He, X., Wu, T., & Dai, H. (2024, January 12). IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 1.

By: R. Jin*, Y. Liu*, Y. Huang*, X. He*, T. Wu n & H. Dai n

co-author countries: China 🇨🇳
author keywords: Byzantine resilience; communication efficiency; data heterogeneity; federated learning (FL); sign-based gradient descent
topics (OpenAlex): Privacy-Preserving Technologies in Data; Stochastic Gradient Optimization Techniques; Machine Learning and ELM; Adversarial Robustness in Machine Learning; Anomaly Detection Techniques and Applications
TL;DR: A novel magnitude-driven stochastic-sign-based gradient compressor is proposed to address the non-convergence issue of signSGD, and the convergence of the proposed method is established in the presence of arbitrary data heterogeneity. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: March 11, 2024

2023 article

CGBA: Curvature-aware Geometric Black-box Attack

2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION, ICCV, pp. 124–133.

By: M. Reza n, A. Rahmati n, T. Wu n & H. Dai n

topics (OpenAlex): Adversarial Robustness in Machine Learning; Spectroscopy Techniques in Biomedical and Chemical Research; Forensic Toxicology and Drug Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: April 15, 2024

2023 conference paper

The Seed Oyster Inspectors: Labor and Power in Trans-Pacific Tidelands, 1945-1970s

The Pacific Circle: History and Studies of Pacific Science. Presented at the The Pacific Circle: History and Studies of Pacific Science, Kyoto University.

By: M. Booker & K. Ericson

Source: NC State University Libraries
Added: March 17, 2024

2023 article

LEARNING SPATIALLY-ADAPTIVE SQUEEZE-EXCITATION NETWORKS FOR FEW SHOT IMAGE SYNTHESIS

2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, pp. 2855–2859.

By: J. Shen n & T. Wu n

author keywords: data-specificity; spatially-adaptive; attention; low-shot
topics (OpenAlex): Generative Adversarial Networks and Image Synthesis; Advanced Neural Network Applications; Domain Adaptation and Few-Shot Learning
TL;DR: A spatially-adaptive squeeze-excitation module for image synthesis task that is tested in low-shot image generative learning task, and shows better performance than prior arts. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: March 11, 2024

2023 article

LEARNING SPATIALLY-ADAPTIVE STYLE-MODULATION NETWORKS FOR SINGLE IMAGE SYNTHESIS

2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, pp. 1455–1459.

By: J. Shen n & T. Wu n

author keywords: single image; generative learning; spatially-adaptive
topics (OpenAlex): Generative Adversarial Networks and Image Synthesis; Computer Graphics and Visualization Techniques; Advanced Vision and Imaging
TL;DR: A spatially adaptive style-modulation (SASM) module that learns to preserve realistic spatial configuration of images and learns to generate samples with better fidelity than prior works is proposed. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: March 11, 2024

2023 article

The Trouble with Ethanol in Brazil's Green Revolution

Freitas, F., & Rogers, T. D. (2023, November 1). HAHR-HISPANIC AMERICAN HISTORICAL REVIEW, Vol. 103, pp. 761–763.

By: F. Freitas n & T. Rogers

topics (OpenAlex): Historical Studies and Socio-cultural Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 22, 2024

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