Zhi-Hong Deng

30 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🌍 Conference Polyglot (10) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9)

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) 🏃 Academic Marathon (12) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🔥 Unstoppable (11) ⚡ Prolific Year (5) 🚀 Conference Pioneer 💎 Century Club (28) ❓ The Questioner 🗃️ Keyword Collector (102)

Conferences

EMNLP (5) ICML (5) AAAI (4) ICLR (4) IJCAI (4) ACL (2) CVPR (2) ECCV (2) COLING (1) ICCV (1)

Top co-authors

Shibo Jie (6) Haoqing Wang (5) Yehui Tang (5) Kai Han (5) Yunhe Wang (4) Haiteng Zhao (3) Zhiqing Sun (3) Yunlun Yang (3) Ziheng Li (2) Shulei Ma (2)

Keywords

unsupervised learning (4) representation learning (3) domain adaptation (2) vision transformer (2) model compression (2) mutual information (2) self-supervised representation learning (2) downstream task (2) large language model (2) neural network (2) long short-term memory (2) self-supervised learning (1) few-shot learning (1) preference alignment (1) collaborative filtering (1) text classification (1) adversarial robustness (1) natural language processing (1) word segmentation (1) sentiment analysis (1)

Papers

Efficient Thought Space Exploration Through Strategic Intervention AAAI 2026 SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning AAAI 2026 Mixture of Lookup Experts ICML 2025 SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs ICML 2025 Iterative Vectors: In-Context Gradient Steering without Backpropagation ICML 2025 Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning ICML 2024 Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning ECCV 2024 Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023 Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy ICCV 2023 FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023 Are More Layers Beneficial to Graph Transformers? ICLR 2023 Prefix-Tuning Based Unsupervised Text Style Transfer EMNLP 2023 Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023 Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022 Contrastive Prototypical Network with Wasserstein Confidence Penalty ECCV 2022 Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022 Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning ICLR 2022 Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021 Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning ICLR 2020 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space ICLR 2019 DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019 Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization IJCAI 2019 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Inter-Weighted Alignment Network for Sentence Pair Modeling EMNLP 2017 A Variational Autoencoding Approach for Inducing Cross-lingual Word Embeddings IJCAI 2017 A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification EMNLP 2016 An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model COLING 2016 JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis EMNLP 2015 Identifying Sentiment Words Using an Optimization-based Model without Seed Words ACL 2013