@article{DaiHWSJQ25,author={Dai, Xinbang and Hua, Yuncheng and Wu, Tongtong and Sheng, Yang and Ji, Qiu and Qi, Guilin},title={Large Language Models Can Better Understand Knowledge Graphs Than
We Thought},journal={Knowl. Based Syst.},volume={312},pages={113060},year={2025},}
DASFAA
Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, and 4 more authors
@inproceedings{abs-2501-15791,author={Li, Yu and Huang, Yi and Qi, Guilin and Feng, Junlan and Hu, Nan and Zhai, Songlin and Xue, Haohan and Chen, Yongrui and Shen, Ruoyan and Wu, Tongtong},title={Harnessing Diverse Perspectives: {A} Multi-Agent Framework for Enhanced
Error Detection in Knowledge Graphs},booktitle={Preceedings of DASFAA},year={2025},}
TMLR
Towards LifeSpan Cognitive Systems
Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, and 6 more authors
@article{abs-2409-13265,author={Wang, Yu and Han, Chi and Wu, Tongtong and He, Xiaoxin and Zhou, Wangchunshu and Sadeq, Nafis and Chen, Xiusi and He, Zexue and Wang, Wei and Haffari, Gholamreza and Ji, Heng and McAuley, Julian J.},title={Towards LifeSpan Cognitive Systems},journal={TMLR},year={2025},}
2024
arXiv
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs
Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Sheng Bi, Tongtong Wu, and 1 more author
@article{abs-2401-14640,author={Hu, Nan and Chen, Jiaoyan and Wu, Yike and Qi, Guilin and Bi, Sheng and Wu, Tongtong and Pan, Jeff Z.},title={Benchmarking Large Language Models in Complex Question Answering Attribution
using Knowledge Graphs},journal={CoRR},volume={abs/2401.14640},year={2024},}
arXiv
Lens: Rethinking Multilingual Enhancement for Large Language Models
Weixiang Zhao, Yulin Hu, Jiahe Guo, Xingyu Sui, Tongtong Wu, Yang Deng, and 4 more authors
@article{abs-2410-04407,author={Zhao, Weixiang and Hu, Yulin and Guo, Jiahe and Sui, Xingyu and Wu, Tongtong and Deng, Yang and Zhao, Yanyan and Qin, Bing and Che, Wanxiang and Liu, Ting},title={Lens: Rethinking Multilingual Enhancement for Large Language Models},journal={CoRR},volume={abs/2410.04407},year={2024},}
arXiv
VersiCode: Towards Version-controllable Code Generation
Tongtong Wu, Weigang Wu, Xingyu Wang, Kang Xu, Suyu Ma, Bo Jiang, and 4 more authors
@article{abs-2406-07411,author={Wu, Tongtong and Wu, Weigang and Wang, Xingyu and Xu, Kang and Ma, Suyu and Jiang, Bo and Yang, Ping and Xing, Zhenchang and Li, Yuan{-}Fang and Haffari, Gholamreza},title={VersiCode: Towards Version-controllable Code Generation},journal={CoRR},volume={abs/2406.07411},year={2024},}
arXiv
Continual Learning for Large Language Models: A Survey
@article{abs-2402-01364,author={Wu, Tongtong and Luo, Linhao and Li, Yuan{-}Fang and Pan, Shirui and Vu, Thuy{-}Trang and Haffari, Gholamreza},title={Continual Learning for Large Language Models: {A} Survey},journal={CoRR},volume={abs/2402.01364},year={2024},}
arXiv
Towards Event Extraction from Speech with Contextual Clues
Jingqi Kang, Tongtong Wu, Jinming Zhao, Guitao Wang, Guilin Qi, Yuan-Fang Li, and 1 more author
@article{abs-2401-15385,author={Kang, Jingqi and Wu, Tongtong and Zhao, Jinming and Wang, Guitao and Qi, Guilin and Li, Yuan{-}Fang and Haffari, Gholamreza},title={Towards Event Extraction from Speech with Contextual Clues},journal={CoRR},volume={abs/2401.15385},year={2024},}
IJCAI
Continual Multimodal Knowledge Graph Construction
Xiang Chen, Jingtian Zhang, Xiaohan Wang, Ningyu Zhang, Tongtong Wu, Yuxiang Wang, and 2 more authors
@inproceedings{0016ZW0WWWC24,author={Chen, Xiang and Zhang, Jingtian and Wang, Xiaohan and Zhang, Ningyu and Wu, Tongtong and Wang, Yuxiang and Wang, Yongheng and Chen, Huajun},title={Continual Multimodal Knowledge Graph Construction},booktitle={Proceedings of IJCAI},pages={6225--6233},year={2024},}
2023
WWWJ
KC-GEE: knowledge-based conditioning for generative event extraction
@article{WuSKQHL23,author={Wu, Tongtong and Shiri, Fatemeh and Kang, Jingqi and Qi, Guilin and Haffari, Gholamreza and Li, Yuan{-}Fang},title={{KC-GEE:} knowledge-based conditioning for generative event extraction},journal={World Wide Web {(WWW)}},volume={26},number={6},pages={3983--3999},year={2023},}
ACL Findings
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery
@inproceedings{MoghimifarQWLH23,author={Moghimifar, Farhad and Qu, Shilin and Wu, Tongtong and Li, Yuan{-}Fang and Haffari, Gholamreza},title={NormMark: {A} Weakly Supervised Markov Model for Socio-cultural Norm
Discovery},booktitle={Findings of ACL},pages={5081--5089},year={2023},}
AAAI
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, and Yang Dong
@inproceedings{0002GWQLD23,author={Chen, Yongrui and Guo, Xinnan and Wu, Tongtong and Qi, Guilin and Li, Yang and Dong, Yang},title={Learn from Yesterday: {A} Semi-supervised Continual Learning Method
for Supervision-Limited Text-to-SQL Task Streams},booktitle={Proceedings of AAAI},pages={12682--12690},year={2023},}
2022
COLING
Event Causality Identification via Derivative Prompt Joint Learning
Shirong Shen, Heng Zhou, Tongtong Wu, and Guilin Qi
@inproceedings{ShenZWQ22,author={Shen, Shirong and Zhou, Heng and Wu, Tongtong and Qi, Guilin},title={Event Causality Identification via Derivative Prompt Joint Learning},booktitle={Proceedings of COLING},pages={2288--2299},year={2022},}
EMNLP
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation
@inproceedings{LiQXWZH22,author={Li, Zhuang and Qu, Lizhen and Xu, Qiongkai and Wu, Tongtong and Zhan, Tianyang and Haffari, Gholamreza},title={Variational Autoencoder with Disentanglement Priors for Low-Resource
Task-Specific Natural Language Generation},booktitle={Proceedings of EMNLP},pages={10335--10356},year={2022},}
EMNLP
Towards relation extraction from speech
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, and 1 more author
@inproceedings{WuWZLQLH22,author={Wu, Tongtong and Wang, Guitao and Zhao, Jinming and Liu, Zhaoran and Qi, Guilin and Li, Yuan{-}Fang and Haffari, Gholamreza},title={Towards relation extraction from speech},booktitle={Proceedings of EMNLP},pages={10751--10762},year={2022},}
ICLR
Pretrained Language Model in Continual Learning: A Comparative Study
@inproceedings{WuCLLQH22,author={Wu, Tongtong and Caccia, Massimo and Li, Zhuang and Li, Yuan{-}Fang and Qi, Guilin and Haffari, Gholamreza},title={Pretrained Language Model in Continual Learning: {A} Comparative Study},booktitle={Preceedings of ICLR},year={2022},}
2021
ACL Findings
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
@inproceedings{ShenWQLHB21,author={Shen, Shirong and Wu, Tongtong and Qi, Guilin and Li, Yuan{-}Fang and Haffari, Gholamreza and Bi, Sheng},title={Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event
Detection},booktitle={Findings of ACL},pages={2417--2429},publisher={Association for Computational Linguistics},year={2021},}
AAAI
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
@inproceedings{WuLLHQZX21,author={Wu, Tongtong and Li, Xuekai and Li, Yuan{-}Fang and Haffari, Gholamreza and Qi, Guilin and Zhu, Yujin and Xu, Guoqiang},title={Curriculum-Meta Learning for Order-Robust Continual Relation Extraction},booktitle={Proceedings of AAAI},pages={10363--10369},year={2021},}
2020
ECAI
A Hash Learning Framework for Search-Oriented Knowledge Graph Embedding
@inproceedings{WangWQ20,author={Wang, Meng and Wu, Tongtong and Qi, Guilin},title={A Hash Learning Framework for Search-Oriented Knowledge Graph Embedding},booktitle={Proceedings of ECAI},volume={325},pages={921--928},year={2020},}
EMNLP
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning
@inproceedings{HuaLHQW20,author={Hua, Yuncheng and Li, Yuan{-}Fang and Haffari, Gholamreza and Qi, Guilin and Wu, Tongtong},title={Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement
Learning},booktitle={Proceedings of EMNLP},pages={5827--5837},publisher={Association for Computational Linguistics},year={2020},}
2019
PRICAI
Zero-Shot Slot Filling via Latent Question Representation and Reading Comprehension
Tongtong Wu, Meng Wang, Huan Gao, Guilin Qi, and Weizhuo Li
@inproceedings{WuWGQL19,author={Wu, Tongtong and Wang, Meng and Gao, Huan and Qi, Guilin and Li, Weizhuo},title={Zero-Shot Slot Filling via Latent Question Representation and Reading
Comprehension},booktitle={Proceedings of PRICAI},volume={11672},pages={123--136},publisher={Springer},year={2019},}