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Dezhong Peng

35 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (60)
πŸ—ΊοΈ Taxonomy Completionist (60) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (19) πŸ† Grand Slam πŸ† Keyword Champion (6) ⚑ Prolific Year (14) πŸ—ƒοΈ Keyword Collector (128) πŸ’Ž Century Club (31) πŸ”₯ Unstoppable (5)

Conferences

AAAI (14) CVPR (8) ICML (5) IJCAI (3) EMNLP (2) COLING (1) ICLR (1) NIPS (1)

Top co-authors

Peng Hu (20) Xi Peng (16) Yuan Sun (15) Xu Wang (9) Zhenwen Ren (7) Yang Qin (7) Jiancheng Lv (5) Xiaomin Song (5) Siyuan Duan (5) Yingke Chen (5)

Keywords

cross-modal retrieval (8) contrastive learning (8) cross-modal hashing (6) representation learning (6) noisy label (4) multimodal learning (4) domain adaptation (3) partial label (3) noisy correspondence (3) multi-view clustering (3) domain alignment (3) noise robustness (2) metric learning (2) semi-supervised learning (2) robust learning (2) label noise (2) multi-view learning (2) unsupervised learning (2) text classification (2) data augmentation (2)

Papers

Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval AAAI 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels AAAI 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels AAAI 2025 DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025 Noisy Label Calibration for Multi-View Classification AAAI 2025 Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence CVPR 2025 ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL ICLR 2025 Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025 CoPINN: Cognitive Physics-Informed Neural Networks ICML 2025 LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025 SHE: Streaming-media Hashing Retrieval ICML 2025 Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks IJCAI 2025 Image Clustering with External Guidance ICML 2024 Noisy-Correspondence Learning for Text-to-Image Person Re-identification CVPR 2024 Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024 DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels AAAI 2024 Dual Self-Paced Cross-Modal Hashing AAAI 2024 Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval IJCAI 2024 Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023 Incomplete Multi-view Clustering via Prototype-based Imputation IJCAI 2023 Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023 Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023 Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022 Contrastive Clustering AAAI 2021 Deep Supervised Cross-Modal Retrieval CVPR 2019