← Authors

Peng Hu

55 papers · 2019–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (7) πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (35) πŸ”¬ Deep Specialist (10) πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (221) ⚑ Prolific Year (11) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (54)

Conferences

CVPR (15) AAAI (10) ICML (6) NIPS (6) IJCAI (5) ICLR (4) INTERSPEECH (4) ICCV (2) NAACL (2) EMNLP (1)

Top co-authors

Xi Peng (36) Dezhong Peng (20) Mouxing Yang (11) Joey Tianyi Zhou (8) Yunfan Li (8) Yuan Sun (8) Jiancheng Lv (7) Hongyuan Zhu (7) Yang Qin (6) Yijie Lin (5)

Research topics

Synthesis (1)

Keywords

contrastive learning (10) cross-modal retrieval (9) representation learning (8) multimodal learning (7) multi-view clustering (5) noisy correspondence (4) semi-supervised learning (3) noisy label (3) data augmentation (3) person re-identification (2) probabilistic modeling (2) neural network quantization (2) cross-lingual transfer (2) cross-modal learning (2) unsupervised learning (2) attention mechanism (2) image restoration (2) uncertainty quantification (2) metric learning (2) model compression (2)

Papers

Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL ICLR 2025
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025
Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
Deep Unsupervised Hashing via External Guidance ICML 2025
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025
CoPINN: Cognitive Physics-Informed Neural Networks ICML 2025
Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025
Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval ICML 2025
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025
Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025
ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence CVPR 2025
Test-time Adaptation for Cross-modal Retrieval with Query Shift ICLR 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025
Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations NIPS 2024
Interactive Deep Clustering via Value Mining NIPS 2024
Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024
Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence NIPS 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024
Noisy-Correspondence Learning for Text-to-Image Person Re-identification CVPR 2024
Image Clustering with External Guidance ICML 2024
Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024
Dual Self-Paced Cross-Modal Hashing AAAI 2024
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023
Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023
RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023
Graph Matching with Bi-level Noisy Correspondence ICCV 2023
Incomplete Multi-view Clustering via Prototype-based Imputation IJCAI 2023
Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification INTERSPEECH 2022
Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022
Multi-Scale Adaptive Network for Single Image Denoising NIPS 2022
All-in-One Image Restoration for Unknown Corruption CVPR 2022
KaraTuner: Towards End-to-End Natural Pitch Correction for Singing Voice in Karaoke INTERSPEECH 2022
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery CVPR 2021
Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021
Contrastive Clustering AAAI 2021
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction ICLR 2021
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021
Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021 INTERSPEECH 2021
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021
A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments AAAI 2021
Partially View-aligned Clustering NIPS 2020
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020
Deep Embedding Learning for Text-Dependent Speaker Verification INTERSPEECH 2020
Deep Supervised Cross-Modal Retrieval CVPR 2019
Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019