Hua Huang

Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ACL 2026 ROSE: Rotate Your Large Language Model to See CVPR 2026 Seeing Through Blur: Tackling Defocus in Spike-Based Imaging CVPR 2026 SMART: Evaluating LLMs’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark ACL 2026 Ada-K Routing: Boosting the Efficiency of MoE-based LLMs ICLR 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising CVPR 2025 EMatch: A Unified Framework for Event-based Optical Flow and Stereo Matching ICCV 2025 EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams ICML 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 Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information ICCV 2025 Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising CVPR 2025 Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025 Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025 Zeroth-Order Fine-Tuning of LLMs in Random Subspaces ICCV 2025 4-bit Shampoo for Memory-Efficient Network Training NeurIPS 2024 CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning IJCAI 2024 Finding Visual Saliency in Continuous Spike Stream AAAI 2024 In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging CVPR 2024 NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors ICML 2024 SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream CVPR 2024 Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction ECCV 2024 Revisiting Unsupervised Local Descriptor Learning AAAI 2023 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021 Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction CVPR 2021 Towards Universal Physical Attacks on Single Object Tracking AAAI 2021 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 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020 Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery ICCV 2019 Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior CVPR 2019 Hyperspectral Image Reconstruction Using Deep External and Internal Learning ICCV 2019 Hyperspectral Image Super-Resolution With Optimized RGB Guidance CVPR 2019 Incremental Learning Using Conditional Adversarial Networks ICCV 2019 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery ECCV 2018