Di Jin

DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026 Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026 WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning EACL 2026 ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026 Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026 Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026 Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback EMNLP 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation AAAI 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 Backdoor Attack on Propagation-based Rumor Detectors AAAI 2025 Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025 HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025 Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025 A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025 Universal Graph Self-Contrastive Learning IJCAI 2025 Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025 Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025 Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025 Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective IJCAI 2025 A Dynamic Knowledge Update-Driven Model with Large Language Models for Fake News Detection IJCAI 2025 HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025 Exploiting Self-Refining Normal Graph Structures for Robust Defense against Unsupervised Adversarial Attacks IJCAI 2025 Disentangled Graph Spectral Domain Adaptation ICML 2025 Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization ICML 2025 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NIPS 2024 Multi-Modal Sarcasm Detection Based on Dual Generative Processes IJCAI 2024 From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues EMNLP 2024 Joint Domain Adaptive Graph Convolutional Network IJCAI 2024 Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024 GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NIPS 2024 Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning INTERSPEECH 2023 SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023 The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023 Using In-Context Learning to Improve Dialogue Safety EMNLP 2023 DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation AAAI 2023 Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023 Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 Towards Credible Human Evaluation of Open-Domain Dialog Systems Using Interactive Setup AAAI 2023 Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023 Commonsense Knowledge Enhanced Sentiment Dependency Graph for Sarcasm Detection IJCAI 2023 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022 Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily AAAI 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training INTERSPEECH 2022 Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022 Universal Graph Convolutional Networks NIPS 2021 Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling ACL 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems EMNLP 2021 Self-Guided Community Detection on Networks with Missing Edges IJCAI 2021 Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling IJCNLP 2021 Augmenting NLP models using Latent Feature Interpolations COLING 2020 Hooks in the Headline: Learning to Generate Headlines with Controlled Styles ACL 2020 Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020 Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020 Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020 SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations INTERSPEECH 2020 From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL 2020 TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP EMNLP 2020 Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis EMNLP 2020 Adversarial Mutual Information Learning for Network Embedding IJCAI 2020 MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension AAAI 2020 Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards ECCV 2020 Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment AAAI 2020 Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019 An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph IJCAI 2019 Topology Optimization based Graph Convolutional Network IJCAI 2019 Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks IJCAI 2019 IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation EMNLP 2019 IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation IJCNLP 2019 Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks AAAI 2019 Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019 Community Detection in Social Networks Considering Topic Correlations AAAI 2019 3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018 PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks ACL 2018 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018 Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning COLING 2018 Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention COLING 2018 MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network SEMEVAL 2018 Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts EMNLP 2018 Integrative Network Embedding via Deep Joint Reconstruction IJCAI 2018 Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter ACL 2017 PurdueNLP at SemEval-2017 Task 1: Predicting Semantic Textual Similarity with Paraphrase and Event Embeddings SEMEVAL 2017 Adapting Event Embedding for Implicit Discourse Relation Recognition CONLL 2016