Hua Huang
38 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (11) π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (7)
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Hot Topic Early Bird
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(73)
π€
Dynamic Duo
(14)
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Grand Slam
π¬
Deep Specialist
(15)
π§¬
Topic Evolution
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Conference Pioneer
β‘
Prolific Year
(13)
ποΈ
Keyword Collector
(167)
π₯
Unstoppable
(8)
π
Century Club
(36)
Conferences
CVPR (11)
ICCV (9)
AAAI (3)
ACL (3)
ICML (3)
ECCV (2)
EMNLP (2)
IJCAI (2)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
image restoration
(6)
image reconstruction
(6)
large language model
(5)
convolutional neural network
(4)
hyperspectral imaging
(4)
hyperspectral image
(3)
image denoising
(3)
unsupervised learning
(3)
compressed sensing
(2)
deep reinforcement learning
(2)
memory efficiency
(2)
proximal algorithm
(2)
domain adaptation
(2)
neural radiance field
(2)
diffusion model
(2)
noise modeling
(2)
inverse problem
(2)
image fusion
(2)
attention mechanism
(2)
compressive sensing
(2)
Papers
Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors
ACL 2026
SMART: Evaluating LLMsβ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark
ACL 2026
A Survey on LLM-powered Agents for Recommender Systems
EMNLP 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
ACL 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising
CVPR 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising
CVPR 2025
Process-Supervised Reinforcement Learning for Code Generation
EMNLP 2025
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
ICCV 2025
UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation
ICCV 2025
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information
ICCV 2025
GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion
ICCV 2025
Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration
ICCV 2025
EMatch: A Unified Framework for Event-based Optical Flow and Stereo Matching
ICCV 2025
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
ICLR 2025
EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams
ICML 2025
CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning
IJCAI 2024
Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
ECCV 2024
4-bit Shampoo for Memory-Efficient Network Training
NIPS 2024
NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors
ICML 2024
Finding Visual Saliency in Continuous Spike Stream
AAAI 2024
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
CVPR 2024
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
CVPR 2024
Revisiting Unsupervised Local Descriptor Learning
AAAI 2023
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
JMLR 2022
Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging
CVPR 2022
Towards Universal Physical Attacks on Single Object Tracking
AAAI 2021
Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction
CVPR 2021
Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning
IJCAI 2021
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems
ICML 2020
A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising
CVPR 2020
DNU: Deep Non-Local Unrolling for Computational Spectral Imaging
CVPR 2020
Hyperspectral Image Reconstruction Using Deep External and Internal Learning
ICCV 2019
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior
CVPR 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements
CVPR 2019
Hyperspectral Image Super-Resolution With Optimized RGB Guidance
CVPR 2019
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery
ICCV 2019
Incremental Learning Using Conditional Adversarial Networks
ICCV 2019
Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery
ECCV 2018