Hongyi Zheng

4 papers · 2021–2023 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (1) CVPR (1) ECCV (1) EMNLP (1)

Top co-authors

Lei Zhang (2) Hongwei Yong (2) Abulhair Saparov (1) Eric Oermann (1) Lavender Jiang (1) Yixin Zhu (1) Kyunghyun Cho (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

dictionary learning (1) image restoration (1) sparse coding (1) information extraction (1) cross-modal representation (1) image denoising (1) perturbation analysis (1) convolutional neural network (1) language model (1) context length (1) clinical note (1) multi-hop reasoning (1) few-shot prompting (1) behavioral analysis (1) large language model (1) semantic perturbation (1) visual dictionary (1) healthcare nlp (1) deep convolutional dictionary learning (1) neural network unfolding (1)

Papers

Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section ACL 2023 Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023 Unfolded Deep Kernel Estimation for Blind Image Super-Resolution ECCV 2022 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021