publications
recent publications (2019 onwards) by categories in reversed chronological order. generated by jekyll-scholar.
2025
- Distill-C: Enhanced NL2SQL via Distilled Customization with LLMsIn 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL’25), Industry Track, 2025
- Mastering the Craft of Data Synthesis for CodeLLMsIn 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL’25), 2025
- HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table UnderstandingIn The 39th Annual AAAI Conference on Artificial Intelligence (AAAI’25), 2025
2024
- Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual CalibrationIn 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), 2024
- Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented DialogueIn 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), 2024
- Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural SettingsIn 28th Conference on Computational Natural Language Learning (CoNLL 2024), 2024
- Hierarchical machine learning models can identify stimuli of climate change misinformation on social mediaCommunications Earth & Environment, Oct 2024
- Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware QueriesIn ACM Multimedia (MM 2024), Oct 2024
- Generating Faithful and Salient Text from Multimodal DataIn Proceedings of the 17th International Natural Language Generation Conference, INLG 2024, Tokyo, Japan, September 23 - 27, 2024, Oct 2024
- Co-designing a knowledge management tool for educator communities of practiceIn Designing Interactive Systems Conference, DIS 2024, IT University of Copenhagen, Denmark, July 1-5, 2024, Oct 2024
2023
- Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction DetectionIEEE Transactions on Image Processing (TIP), Nov 2023
- KC-GEE: knowledge-based conditioning for generative event extractionWorld Wide Web, Sep 2023
- Transferable and differentiable discrete network embedding for multi-domains with hierarchical knowledge distillationInf. Sci., Sep 2023
- Label-Guided Generative Adversarial Network for Realistic Image SynthesisIEEE Trans. Pattern Anal. Mach. Intell., Sep 2023
- State-Aware Compositional Learning Toward Unbiased Training for Scene Graph GenerationIEEE Trans. Image Process. (TIP), Sep 2023
- Multivariate Time Series Forecasting With Dynamic Graph Neural ODEsIEEE Trans. Knowl. Data Eng., Sep 2023
- Semisupervised Network Embedding With Differentiable Deep QuantizationIEEE Trans. Neural Networks Learn. Syst., Sep 2023
- DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian SpaceIn Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Sep 2023
- CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsIn Proceedings of ACL, 2023, Sep 2023
- NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm DiscoveryIn Findings of ACL 2023, Sep 2023
- On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on CodexIn Proceedings of EACL, Sep 2023
- Few-shot Domain-Adaptative Visually-fused Event Detection from TextIn 26th International Conference on Information Fusion, FUSION 2023, Sep 2023
- Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph CompletionIn Proceedings of SIGIR, Oct 2023
- DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence UnderstandingIn Proceedings of EMNLP 2023, Nov 2023
2022
- Complex Reading Comprehension Through Question DecompositionIn Proceedings of the The 20th Annual Workshop of the Australasian Language Technology Association (ALTA), Dec 2022
- Toward Graph Self-Supervised Learning With Contrastive Adjusted ZoomingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), Dec 2022
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- Benchmark construction and experimental evaluations for incoherent ontologiesKnowl. Based Syst., Dec 2022
- KGVQL: A knowledge graph visual query language with bidirectional transformationsKnowl. Based Syst., Dec 2022
- Multi-level, multi-modal interactions for visual question answering over text in imagesWorld Wide Web, Dec 2022
- Teaching Neural Module Networks to Do ArithmeticIn Proceedings of the 29th International Conference on Computational Linguistics, COLING, Dec 2022
- Towards Open-Vocabulary Scene Graph Generation with Prompt-Based FinetuningIn Computer Vision - ECCV 2022 - 17th European Conference, Dec 2022
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- Paraphrasing Techniques for Maritime QA systemIn 25th International Conference on Information Fusion, FUSION 2022, Linköping, Sweden, July 4-7, 2022, Dec 2022
- Pretrained Language Model in Continual Learning: A Comparative StudyIn Proceedings of ICLR, Dec 2022
- Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic GraphsIn NeurIPS, Dec 2022
2021
- Boosting house price predictions using geo-spatial network embeddingData Min. Knowl. Discov., Dec 2021
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- Combining cross-modal knowledge transfer and semi-supervised learning for speech emotion recognitionKnowl. Based Syst., Dec 2021
- Generalized pyramid co-attention with learnable aggregation net for video question answeringPattern Recognit., Dec 2021
- Towards Balanced Defect Prediction with Better Information PropagationIn Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Dec 2021
- Curriculum-Meta Learning for Order-Robust Continual Relation ExtractionIn Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Dec 2021
- Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event DetectionIn Findings of ACL/IJCNLP 2021, Dec 2021
- XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 LanguagesIn Findings of ACL/IJCNLP 2021, Dec 2021
- ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive LearningIn CIKM ’21: The 30th ACM International Conference on Information and Knowledge Management, Dec 2021
- Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on TextIn Findings of the Association for Computational Linguistics: EMNLP 2021, Dec 2021
- Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts ModelIn Findings of the Association for Computational Linguistics: EMNLP 2021, Dec 2021
- Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime DomainIn 24th IEEE International Conference on Information Fusion, FUSION 2021, Dec 2021
- Exploiting Scene Graphs for Human-Object Interaction DetectionIn 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Dec 2021
- Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation LearningIn Proceedings of IJCAI 2021, Dec 2021
- Code2Que: a tool for improving question titles from mined code snippets in stack overflowIn ESEC/FSE ’21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Dec 2021
- OntoSP: Ontology-Based Semantic-Aware Partitioning on RDF GraphsIn Web Information Systems Engineering - WISE 2021 - 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26-29, 2021, Proceedings, Part I, Dec 2021
2020
- Understanding and improving ontology reasoning efficiency through learning and rankingInf. Syst., Dec 2020
- SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based QuantisationIn The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, Dec 2020
- A survey on the use of access permission-based specifications for program verificationJ. Syst. Softw., Dec 2020
- Generating Question Titles for Stack Overflow from Mined Code SnippetsACM Trans. Softw. Eng. Methodol., Dec 2020
- OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large OntologiesIEEE Trans. Vis. Comput. Graph., Dec 2020
- Less is more: Data-efficient complex question answering over knowledge basesJ. Web Semant., Dec 2020
- Gaussian Embedding of Large-Scale Attributed GraphsIn Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings, Dec 2020
- Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge BasesIn Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, Dec 2020
- Understanding Unnatural Questions Improves Reasoning over TextIn Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Dec 2020
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical RecordsIn ECAI 2020 - 24th European Conference on Artificial Intelligence, Dec 2020
- Towards Meta-Reasoning for Ontologies: A RoadmapIn ECAI 2020 - 24th European Conference on Artificial Intelligence, Dec 2020
- Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningIn Proceedings of EMNLP 2020, Dec 2020
- Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph GenerationIn Proceedings of IJCAI 2020, Dec 2020
- Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learningIn Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, Dec 2020
- Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question GenerationIn Proceedings of AACL/IJCNLP 2020, Dec 2020
- Towards Generating Thread-Safe Classes AutomaticallyIn 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Dec 2020
- Robust Attribute and Structure Preserving Graph EmbeddingIn Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part II, Dec 2020
2019
- Vector and line quantization for billion-scale similarity search on GPUsFuture Gener. Comput. Syst., Dec 2019
- Structured Two-Stream Attention Network for Video Question AnsweringIn The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, Dec 2019
- Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from TextIn Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019, Dec 2019
- ParaQG: A System for Generating Questions and Answers from ParagraphsIn Proceedings of EMNLP-IJCNLP 2019 - System Demonstrations, Dec 2019
- Footprints of fitness functions in search-based software testingIn Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019, Dec 2019
- One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial NetworksIn Proceedings of IJCAI 2019, Dec 2019
- Sip4J: Statically Inferring Access Permission Contracts for Parallelising Sequential Java ProgramsIn 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019, San Diego, CA, USA, November 11-15, 2019, Dec 2019
- RobustiQ: A Robust ANN Search Method for Billion-scale Similarity Search on GPUsIn Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019, Dec 2019
- Difficulty-Controllable Multi-hop Question Generation from Knowledge GraphsIn The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, Dec 2019