Wen Zhang

Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning ACL 2026 UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026 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 ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ACL 2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026 Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths ACL 2026 Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026 Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025 SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025 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 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG Denoising MICCAI 2025 Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025 E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024 A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation 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 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024 Revisit and Outstrip Entity Alignment: A Perspective of Generative Models ICLR 2024 Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024 MKGL: Mastery of a Three-Word Language NIPS 2024 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 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 Pronunciation Ambiguities in Japanese Kanji ACL 2023 Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction AAAI 2023 Analogical Inference Enhanced Knowledge Graph Embedding AAAI 2023 Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023 The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023 Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs IJCAI 2023 Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023 Exploring Better Text Image Translation with Multimodal Codebook ACL 2023 Towards Better Entity Linking with Multi-View Enhanced Distillation ACL 2023 How Good Is Aesthetic Ability of a Fashion Model? CVPR 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 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 Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022 Blockaid: Data Access Policy Enforcement for Web Applications OSDI 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 Modeling Fluency and Faithfulness for Diverse Neural Machine Translation AAAI 2020 Neural Entity Summarization with Joint Encoding and Weak Supervision IJCAI 2020 Persistent State Machines for Recoverable In-memory Storage Systems with NVRam OSDI 2020 Towards Playing Full MOBA Games with Deep Reinforcement Learning NIPS 2020 Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020 Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020 Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract) IJCAI 2020 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs IJCNLP 2019 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019 Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019 Cross-sectional Learning of Extremal Dependence among Financial Assets NIPS 2019 Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018 Variational Wasserstein Clustering ECCV 2018 Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018 Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP 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