← Authors

Wen Zhang

70 papers · 2016–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (5) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸƒ Academic Marathon (9) 🀝 Dynamic Duo (30) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (6) ⚑ Prolific Year (7) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (278) πŸ“ˆ Trend Setter πŸ’Ž Century Club (67) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

AAAI (16) ACL (12) EMNLP (11) IJCAI (9) COLING (8) NIPS (4) CVPR (2) ICLR (2) OSDI (2) ECCV (1) ICCV (1) IJCNLP (1) MICCAI (1)

Top co-authors

Huajun Chen (30) Zhuo Chen (13) Mingyang Chen (11) Yichi Zhang (9) Lei Liang (9) Zhiqiang Liu (8) Feng Huang (7) Lingbing Guo (7) Zhankun Xiong (6) Mengshu Sun (5)

Keywords

knowledge graph (13) large language model (11) link prediction (10) contrastive learning (9) knowledge graph embedding (7) graph neural network (7) neural machine translation (7) knowledge graph completion (6) question answering (6) representation learning (6) knowledge distillation (5) entity representation (4) zero-shot learning (4) multi-modal learning (4) text generation (4) data augmentation (4) drug-drug interaction (3) self-supervised learning (3) machine translation (3) multimodal learning (3)

Papers

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026
Self-Correction Distillation for Structured Data Question Answering AAAI 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025
K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025
Croppable Knowledge Graph Embedding ACL 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
MAGI: Multi-Agent Guided Interview for Psychiatric Assessment ACL 2025
Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025
Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025
Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG Denoising MICCAI 2025
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models ICLR 2024
E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024
Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024
Prompt-fused Framework for Inductive Logical Query Answering COLING 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion COLING 2024
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation AAAI 2024
MKGL: Mastery of a Three-Word Language NIPS 2024
Exploring Better Text Image Translation with Multimodal Codebook ACL 2023
Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023
The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation ACL 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs IJCAI 2023
Pronunciation Ambiguities in Japanese Kanji ACL 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction IJCAI 2023
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction AAAI 2023
Analogical Inference Enhanced Knowledge Graph Embedding AAAI 2023
The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
How Good Is Aesthetic Ability of a Fashion Model? CVPR 2022
Blockaid: Data Access Policy Enforcement for Web Applications OSDI 2022
Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
Tencent Translation System for the WMT21 News Translation Task EMNLP 2021
Neural Entity Summarization with Joint Encoding and Weak Supervision IJCAI 2020
Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract) IJCAI 2020
Modeling Fluency and Faithfulness for Diverse Neural Machine Translation AAAI 2020
Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020
Persistent State Machines for Recoverable In-memory Storage Systems with NVRam OSDI 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning NIPS 2020
Cross-sectional Learning of Extremal Dependence among Financial Assets NIPS 2019
Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs IJCNLP 2019
Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP 2018
Variational Wasserstein Clustering ECCV 2018
Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018
An Optimal Transportation Based Univariate Neuroimaging Index ICCV 2017
Shape Analysis With Hyperbolic Wasserstein Distance CVPR 2016
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation EMNLP 2016