publications

recent publications (2019 onwards) by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Hypergraph node representation learning with one-stage message passing
    Shilin Qu, Weiqing Wang, Yuan-Fang Li, Xin Zhou, and Fajie Yuan
    Neural Networks, 2026
  2. Scalable and effective negative sample generation for hyperedge prediction
    Shilin Qu, Weiqing Wang, Yuan-Fang Li, Quoc Viet Hung Nguyen, and Hongzhi Yin
    Neural Networks, 2026
  3. Lifelong scene graph generation
    Tao He, Xin Hu, Tongtong Wu, Dongyang Zhang, Ming Li, and 2 more authors
    Pattern Recognit., 2026
  4. TiCAL: Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
    Wen Yin, Siyu Zhan, Cencen Liu, Xin Hu, Guiduo Duan, and 3 more authors
    In Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026, 2026

2025

  1. Informative Scene Graph Generation via Debiasing
    Lianli Gao, Xinyu Lyu, Yuyu Guo, Yuxuan Hu, Yuan-Fang Li, and 3 more authors
    Int. J. Comput. Vis., 2025
  2. Pytester: Deep reinforcement learning for text-to-testcase generation
    Wannita Takerngsaksiri, Rujikorn Charakorn, Chakkrit Tantithamthavorn, and Yuan-Fang Li
    J. Syst. Softw., 2025
  3. Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting
    Ming Jin, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou, and 5 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2025
  4. NEUSIS: A Compositional Neuro-Symbolic Framework for Autonomous Perception, Reasoning, and Planning in Complex UAV Search Missions
    Zhixi Cai, Cristian Rojas Cardenas, Kevin Leo, Chenyuan Zhang, Kal Backman, and 12 more authors
    IEEE Robotics Autom. Lett., 2025
  5. Latte: Latent Diffusion Transformer for Video Generation
    Xin Ma, Yaohui Wang, Xinyuan Chen, Gengyun Jia, Ziwei Liu, and 3 more authors
    Trans. Mach. Learn. Res., 2025
  6. Scalable Frame-Based Construction of Sociocultural Norm Bases for Socially Aware Dialogues
    Shilin Qu, Weiqing Wang, Xin Zhou, Haolan Zhan, Zhuang Li, and 4 more authors
    ACM Trans. Multim. Comput. Commun. Appl., 2025
  7. HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
    Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, and 5 more authors
    In Thirty-Ninth AAAI Conference on Artificial Intelligence, Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence, Fifteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2025, Philadelphia, PA, USA, February 25 - March 4, 2025, 2025
  8. Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
    Wen Yin, Yong Wang, Guiduo Duan, Dongyang Zhang, Xin Hu, and 2 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 2025
  9. Consistent and Controllable Image Animation with Motion Diffusion Models
    Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Tien-Tsin Wong, and 2 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 2025
  10. MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
    Tuan-Luc Huynh, Thuy-Trang Vu, Weiqing Wang, Trung Le, Dragan Gasevic, and 2 more authors
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, 2025
  11. Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
    Islam Nassar, Yang Lin, Yuan Jin, Rongxin Zhu, Chang Wei Tan, and 6 more authors
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Industry Track, Suzhou, China, November 4-9, 2025, 2025
  12. Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
    Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, and 1 more author
    In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025, 2025
  13. Hier-SLAM: Scaling-Up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting
    Boying Li, Zhixi Cai, Yuan-Fang Li, Ian Reid, and Hamid Rezatofighi
    In IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025, 2025
  14. Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
    Cong Duy Vu Hoang, Gioacchino Tangari, Clémence Lanfranchi, Dalu Guo, Paul Cayet, and 8 more authors
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 3: Industry Track, Albuquerque, New Mexico, USA, April 30, 2025, 2025
  15. Mastering the Craft of Data Synthesis for CodeLLMs
    Meng Chen, Philip Arthur, Qianyu Feng, Cong Duy Vu Hoang, Yu-Heng Hong, and 11 more authors
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025
  16. ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
    Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, and 1 more author
    In Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part II, 2025
  17. PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval
    Tuan-Luc Huynh, Thuy-Trang Vu, Weiqing Wang, Yinwei Wei, Trung Le, and 3 more authors
    In Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII, 2025

2024

  1. Syntax-aware on-the-fly code completion
    Wannita Takerngsaksiri, Chakkrit Tantithamthavorn, and Yuan-Fang Li
    Inf. Softw. Technol., 2024
  2. Toward Graph Self-Supervised Learning With Contrastive Adjusted Zooming
    Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, and 2 more authors
    IEEE Trans. Neural Networks Learn. Syst., 2024
  3. Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
    Peng Chen, Xiao-Yu Guo, Yuan-Fang Li, Xiaowang Zhang, and Zhiyong Feng
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024
  4. Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue
    Huifang Du, Shuqin Li, Minghao Wu, Xuejing Feng, Yuan-Fang Li, and 1 more author
    In Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024
  5. An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models
    Fatemeh Shiri, Xiao-Yu Guo, Mona Far, Xin Yu, Reza Haf, and 1 more author
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024
  6. Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs
    Fatemeh Shiri, Farhad Moghimifar, Reza Haffari, Yuan-Fang Li, Van Nguyen, and 1 more author
    In 27th International Conference on Information Fusion, FUSION 2024, Venice, Italy, July 8-11, 2024, 2024
  7. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, and 6 more authors
    In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024
  8. Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
    Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, and Shirui Pan
    In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024
  9. Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models
    Huifang Du, Xuejing Feng, Jun Ma, Meng Wang, Shiyu Tao, and 3 more authors
    In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI 2024, Jeju, South Korea, August 3-9, 2024, 2024
  10. DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction
    Ruochong Shen, Xiaoxu Li, Yuan-Fang Li, Chao Sui, Yu Peng, and 1 more author
    In Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VII, 2024
  11. Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware Queries
    Zhenhao Yang, Xin Liu, Deqiang Ouyang, Guiduo Duan, Dongyang Zhang, and 2 more authors
    In Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024
  12. Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
    Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, and 1 more author
    In Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024
  13. Trustworthy AI: Deciding What to Decide - A Strategic Decision on Credit Default Swaps Investment
    Caesar Wu, Yuan-Fang Li, Jian Li, Jingjing Xu, and Pascal Bouvry
    In Intelligent Computing - Proceedings of the 2024 Computing Conference, Volume 1, London, UK, 26-27 June 2024, 2024
  14. Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
    Thi Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, and 2 more authors
    In Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024
    Preprint Code
  15. Generating Faithful and Salient Text from Multimodal Data
    Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, and Yuan-Fang Li
    In Proceedings of the 17th International Natural Language Generation Conference, INLG 2024, Tokyo, Japan, September 23 - 27, 2024, 2024
    Preprint
  16. Co-designing a knowledge management tool for educator communities of practice
    Gloria Milena Fernández Nieto, Zachari Swiecki, Yi-Shan Tsai, Lele Sha, Yinwei Wei, and 8 more authors
    In Designing Interactive Systems Conference, DIS 2024, IT University of Copenhagen, Denmark, July 1-5, 2024, 2024
    PDF

2023

  1. Transferable and differentiable discrete network embedding for multi-domains with hierarchical knowledge distillation
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    Inf. Sci., 2023
  2. Label-Guided Generative Adversarial Network for Realistic Image Synthesis
    Junchen Zhu, Lianli Gao, Jingkuan Song, Yuan-Fang Li, Feng Zheng, and 2 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2023
  3. State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    IEEE Trans. Image Process., 2023
  4. Toward a Unified Transformer-Based Framework for Scene Graph Generation and Human-Object Interaction Detection
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    IEEE Trans. Image Process., 2023
  5. Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs
    Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, and 1 more author
    IEEE Trans. Knowl. Data Eng., 2023
  6. Semisupervised Network Embedding With Differentiable Deep Quantization
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    IEEE Trans. Neural Networks Learn. Syst., 2023
  7. Editor’s note: Special issue on knowledge-graph-enabled methods and applications for the future web
    Xin Wang, Jeff Z. Pan, Qingpeng Zhang, and Yuan-Fang Li
    World Wide Web (WWW), 2023
  8. KC-GEE: knowledge-based conditioning for generative event extraction
    Tongtong Wu, Fatemeh Shiri, Jingqi Kang, Guilin Qi, Gholamreza Haffari, and 1 more author
    World Wide Web (WWW), 2023
  9. DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space
    Songlin Zhai, Weiqing Wang, Yuan-Fang Li, and Yuan Meng
    In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
  10. CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1, 500+ Language Pairs
    Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, and 1 more author
    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
  11. NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery
    Farhad Moghimifar, Shilin Qu, Tongtong Wu, Yuan-Fang Li, and Gholamreza Haffari
    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
  12. On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
    Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang, and 2 more authors
    In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023, 2023
  13. DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding
    Xiaoyu Guo, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023
  14. Few-shot Domain-Adaptative Visually-fused Event Detection from Text
    Farhad Moghimifar, Fatemeh Shiri, Reza Haffari, Yuan-Fang Li, and Van Nguyen
    In 26th International Conference on Information Fusion, FUSION 2023, Charleston, SC, USA, June 27-30, 2023, 2023
  15. Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data
    Farhad Moghimifar, Fatemeh Shiri, Van Nguyen, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP 2023 - Volume 2: Short Papers, Nusa Dua, Bali, November 1-4, 2023, 2023
  16. Improving Machine Reading Comprehension through A Simple Masked-Training Scheme
    Xun Yao, Junlong Ma, Xinrong Hu, Jie Yang, and Yuan-Fang Li
    In Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023, 2023
  17. Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
    Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, and Yuan-Fang Li
    In Proceedings of the 16th International Natural Language Generation Conference, INLG 2023, Prague, Czechia, September 11 - 15, 2023, 2023
  18. Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
    Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, and Shirui Pan
    In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, 2023
  19. CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs
    Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, and 1 more author
    In Proceedings of ACL, 2023, 2023
    Preprint
  20. Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
    Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, and Yuan-Fang Li
    In Proceedings of the 16th International Natural Language Generation Conference (INLG), Oct 2023
    Preprint Code

2022

  1. Neural Topic Modeling with Deep Mutual Information Estimation
    Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, and 3 more authors
    Big Data Res., Oct 2022
  2. MonaGO: a novel gene ontology enrichment analysis visualisation system
    Ziyin Xin, Yujun Cai, Louis T. Dang, Hannah M. S. Burke, Jerico Revote, and 5 more authors
    BMC Bioinform., Oct 2022
  3. Benchmark construction and experimental evaluations for incoherent ontologies
    Qiu Ji, Weizhuo Li, Shiqi Zhou, Guilin Qi, and Yuan-Fang Li
    Knowl. Based Syst., Oct 2022
  4. KGVQL: A knowledge graph visual query language with bidirectional transformations
    Pengkai Liu, Xin Wang, Qiang Fu, Yajun Yang, Yuan-Fang Li, and 1 more author
    Knowl. Based Syst., Oct 2022
  5. Multi-level, multi-modal interactions for visual question answering over text in images
    Jincai Chen, Sheng Zhang, Jiangfeng Zeng, Fuhao Zou, Yuan-Fang Li, and 2 more authors
    World Wide Web, Oct 2022
  6. TCG-Event: Effective Task Conditioning for Generation-based Event Extraction
    Fatemeh Shiri, Tongtong Wu, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 20th Annual Workshop of the Australasian Language Technology Association, ALTA 2020, Adelaide, Australia, December 14-16, 2022, Oct 2022
  7. Complex Reading Comprehension Through Question Decomposition
    Xiao-Yu Guo, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 20th Annual Workshop of the Australasian Language Technology Association, ALTA 2020, Adelaide, Australia, December 14-16, 2022, Oct 2022
  8. Teaching Neural Module Networks to Do Arithmetic
    Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, Oct 2022
  9. Towards Open-Vocabulary Scene Graph Generation with Prompt-Based Finetuning
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    In Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXVIII, Oct 2022
  10. Towards relation extraction from speech
    Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, and 2 more authors
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, Oct 2022
  11. Paraphrasing Techniques for Maritime QA system
    Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, and 3 more authors
    In 25th International Conference on Information Fusion, FUSION 2022, Linköping, Sweden, July 4-7, 2022, Oct 2022
  12. Pretrained Language Model in Continual Learning: A Comparative Study
    Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, and 1 more author
    In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022, Oct 2022
  13. Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
    Ming Jin, Yuan-Fang Li, and Shirui Pan
    In Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, Oct 2022

2021

  1. Boosting house price predictions using geo-spatial network embedding
    Sarkar Snigdha Sarathi Das, Mohammed Eunus Ali, Yuan-Fang Li, Yong-Bin Kang, and Timos Sellis
    Data Min. Knowl. Discov., Oct 2021
  2. Multimodal feature-wise co-attention method for visual question answering
    Sheng Zhang, Min Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, and 1 more author
    Inf. Fusion, Oct 2021
  3. Combining cross-modal knowledge transfer and semi-supervised learning for speech emotion recognition
    Sheng Zhang, Min Chen, Jincai Chen, Yuan-Fang Li, Yiling Wu, and 2 more authors
    Knowl. Based Syst., Oct 2021
  4. Generalized pyramid co-attention with learnable aggregation net for video question answering
    Lianli Gao, Tangming Chen, Xiangpeng Li, Pengpeng Zeng, Lei Zhao, and 1 more author
    Pattern Recognit., Oct 2021
  5. Towards Balanced Defect Prediction with Better Information Propagation
    Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, and Guilin Qi
    In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, Oct 2021
  6. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
    Tongtong Wu, Xuekai Li, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, and 2 more authors
    In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, Oct 2021
  7. Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
    Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, and 1 more author
    In Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, Oct 2021
  8. XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
    Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Samin Mubasshir, Yuan-Fang Li, and 3 more authors
    In Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, Oct 2021
  9. ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning
    Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, Yuan-Fang Li, and 1 more author
    In CIKM ’21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, Oct 2021
  10. Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text
    Xiaoyu Guo, Yuan-Fang Li, and Gholamreza Haffari
    In Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, Oct 2021
  11. Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
    Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, and 3 more authors
    In Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, Oct 2021
  12. Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
    Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, and 3 more authors
    In 24th IEEE International Conference on Information Fusion, FUSION 2021, Sun City, South Africa, November 1-4, 2021, Oct 2021
  13. Exploiting Scene Graphs for Human-Object Interaction Detection
    Tao He, Lianli Gao, Jingkuan Song, and Yuan-Fang Li
    In 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, Oct 2021
  14. Key factors influencing Retail Store Expansion Decisions: Case study of combining evidence- and data- driven approach
    Himanshu Pahuja, Pari Delir Haghighi, Yuan-Fang Li, and Prem Prakash Jayaraman
    In iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021 - 1 December 2021, Oct 2021
  15. Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning
    Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, and 1 more author
    In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, Oct 2021
  16. Code2Que: a tool for improving question titles from mined code snippets in stack overflow
    Zhipeng Gao, Xin Xia, David Lo, John C. Grundy, and Yuan-Fang Li
    In ESEC/FSE ’21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Athens, Greece, August 23-28, 2021, Oct 2021
  17. OntoSP: Ontology-Based Semantic-Aware Partitioning on RDF Graphs
    Sizhuo Li, Weixue Chen, Baozhu Liu, Pengkai Liu, Xin Wang, and 1 more author
    In 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, Oct 2021

2020

  1. Understanding and improving ontology reasoning efficiency through learning and ranking
    Yong-Bin Kang, Shonali Krishnaswamy, Wudhichart Sawangphol, Lianli Gao, and Yuan-Fang Li
    Inf. Syst., Oct 2020
  2. A survey on the use of access permission-based specifications for program verification
    Ayesha Sadiq, Yuan-Fang Li, and Sea Ling
    J. Syst. Softw., Oct 2020
  3. Generating Question Titles for Stack Overflow from Mined Code Snippets
    Zhipeng Gao, Xin Xia, John Grundy, David Lo, and Yuan-Fang Li
    ACM Trans. Softw. Eng. Methodol., Oct 2020
  4. OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies
    Ying Yang, Michael Wybrow, Yuan-Fang Li, Tobias Czauderna, and Yongqun He
    IEEE Trans. Vis. Comput. Graph., Oct 2020
  5. Less is more: Data-efficient complex question answering over knowledge bases
    Yuncheng Hua, Yuan-Fang Li, Guilin Qi, Wei Wu, Jingyao Zhang, and 1 more author
    J. Web Semant., Oct 2020
  6. Gaussian Embedding of Large-Scale Attributed Graphs
    Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, and Wray L. Buntine
    In Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings, Oct 2020
  7. Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases
    Sheng Bi, Xiya Cheng, Yuan-Fang Li, Yongzhen Wang, and Guilin Qi
    In Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, Oct 2020
  8. Understanding Unnatural Questions Improves Reasoning over Text
    Xiaoyu Guo, Yuan-Fang Li, and Gholamreza Haffari
    In Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, Oct 2020
  9. MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records
    Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, Suong Le, and Wray L. Buntine
    In ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), Oct 2020
  10. Towards Meta-Reasoning for Ontologies: A Roadmap
    Yuan-Fang Li, and Yong-Bin Kang
    In ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), Oct 2020
  11. Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning
    Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, and Tongtong Wu
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, Oct 2020
  12. Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation
    Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, and Yuan-Fang Li
    In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, Oct 2020
  13. Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning
    Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, and Wei Wu
    In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, Oct 2020
  14. Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation
    Vishwajeet Kumar, Manish Joshi, Ganesh Ramakrishnan, and Yuan-Fang Li
    In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2020, Suzhou, China, December 4-7, 2020, Oct 2020
  15. KnowledgeZooClient: constructing knowledge graph for Android
    Li Li, Jun Gao, Pingfan Kong, Haoyu Wang, Mengyu Huang, and 2 more authors
    In 35th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASE Workshops 2020, Melbourne, Australia, September 21-25, 2020, Oct 2020
  16. Towards Generating Thread-Safe Classes Automatically
    Haichi Wang, Zan Wang, Jun Sun, Shuang Liu, Ayesha Sadiq, and 1 more author
    In 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020, Oct 2020
  17. Robust Attribute and Structure Preserving Graph Embedding
    Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, and Wray L. Buntine
    In Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part II, Oct 2020
  18. A General-purpose Visual Query Language for Knowledge Graphs with Bidirectional Transformations
    Qiang Fu, Xin Wang, and Yuan-Fang Li
    In Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), Globally online, November 1-6, 2020 (UTC), Oct 2020
  19. SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation
    Tao He, Lianli Gao, Jingkuan Song, Xin Wang, Kejie Huang, and 1 more author
    In 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, Oct 2020

2019

  1. Vector and line quantization for billion-scale similarity search on GPUs
    Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, and 2 more authors
    Future Gener. Comput. Syst., Oct 2019
  2. Structured Two-Stream Attention Network for Video Question Answering
    Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, and 2 more authors
    In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, Oct 2019
  3. Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text
    Vishwajeet Kumar, Ganesh Ramakrishnan, and Yuan-Fang Li
    In Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019, Oct 2019
  4. ParaQG: A System for Generating Questions and Answers from Paragraphs
    Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, and Yuan-Fang Li
    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - System Demonstrations, Oct 2019
  5. Footprints of fitness functions in search-based software testing
    Carlos Oliveira, Aldeida Aleti, Yuan-Fang Li, and Mohamed Abdelrazek
    In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019, Oct 2019
  6. One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks
    Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, and Jingkuan Song
    In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, Oct 2019
  7. Sip4J: Statically Inferring Access Permission Contracts for Parallelising Sequential Java Programs
    Ayesha Sadiq, Li Li, Yuan-Fang Li, Ijaz Ahmed, and Sea Ling
    In 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019, San Diego, CA, USA, November 11-15, 2019, Oct 2019
  8. RobustiQ: A Robust ANN Search Method for Billion-scale Similarity Search on GPUs
    Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, and 1 more author
    In Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019, Oct 2019
  9. Difficulty-Controllable Multi-hop Question Generation from Knowledge Graphs
    Vishwajeet Kumar, Yuncheng Hua, Ganesh Ramakrishnan, Guilin Qi, Lianli Gao, and 1 more author
    In The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, Oct 2019