← Authors

Di Jin

100 papers · 2016–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🏠 Conference Loyalist (21) πŸ† Keyword Champion (7) πŸ‘₯ Mega-Team (77) πŸ”¬ Deep Specialist (30) 🀝 Dynamic Duo (33) πŸ”₯ Unstoppable (10) ❓ The Questioner (5) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ’Ž Century Club (94) πŸ—ƒοΈ Keyword Collector (58) πŸ“ˆ Trend Setter

Conferences

AAAI (26) IJCAI (25) EMNLP (13) ACL (11) ICML (4) INTERSPEECH (4) COLING (3) NAACL (3) NIPS (3) EACL (2) IJCNLP (2) SEMEVAL (2) CONLL (1) ECCV (1)

Top co-authors

Dongxiao He (36) Xiaobao Wang (16) Dilek Hakkani-Tur (14) Zhizhi Yu (11) Yang Liu (9) Zhen Wang (9) Jianwu Dang (9) Longbiao Wang (9) Liang Yang (8) Weixiong Zhang (8)

Keywords

graph neural network (26) representation learning (12) network embedding (7) community detection (7) node classification (7) self-supervised learning (7) contrastive learning (6) unsupervised learning (6) multi-task learning (5) data augmentation (5) transfer learning (5) markov random field (5) graph convolutional network (5) large language model (5) few-shot learning (4) semi-supervised learning (4) adversarial learning (4) topic model (4) adversarial attack (4) sentiment analysis (4)

Papers

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 β€” 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