Xiao Ding

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 105

Top Venues

Publications

Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. ACL (Findings) (2024)
Bowen Chen, Xiao Ding, Yi Zhao, Bo Fu, Tingmao Lin, Bing Qin, Ting Liu
Text Difficulty Study: Do Machines Behave the Same as Humans Regarding Text Difficulty? Mach. Intell. Res. 21 (2) (2024)
Kai Xiong, Xiao Ding, Ting Liu, Bing Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Yixin Cao
Meaningful Learning: Advancing Abstract Reasoning in Large Language Models via Generic Fact Guidance. CoRR (2024)
Ke-Jia Zhang, Xiao Ding, Bing-Bing Xiang, Hai-Feng Zhang, Zhongkui Bao
Extracting Higher Order Topological Semantic via Motif-Based Deep Graph Neural Networks. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. LREC/COLING (2024)
Haifeng Zhang, Guojing Ren, Xiao Ding, Li Zhou, Xing-yi Zhang
Collaborative Cross-Network Embedding Framework for Network Alignment. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Linyao Yang, Hongyang Chen, Zhao Li, Xiao Ding, Xindong Wu
Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Xiao Ding, Huan Wang, Xi Zhang, Chuang Ma, Haifeng Zhang
Dual nature of cyber-physical power systems and the mitigation strategies. Reliab. Eng. Syst. Saf. 244 (2024)
Yirong Zeng, Xiao Ding, Yi Zhao, Xiangyu Li, Jie Zhang, Chao Yao, Ting Liu, Bing Qin
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict. LREC/COLING (2024)
Botao Feng, Haoming Li, Liwei Rao, Xiao Ding, Chow-Yen-Desmond Sim, Kwok L. Chung
An Aperture-Shared Vehicular Antenna With Large Frequency Ratio and Pattern Diversity for Future 5G Millimeter-Wave and DSRC Applications. IEEE Trans. Veh. Technol. 73 (2) (2024)
Mohammad Ghazi Vakili, Christoph Gorgulla, AkshatKumar Nigam, Dmitry Bezrukov, Daniel Varoli, Alex Aliper, Daniil Polykovskiy, Krishna M. Padmanabha Das, Jamie Snider, Anna Lyakisheva, Ardalan Hosseini Mansob, Zhong Yao, Lela Bitar, Eugene Radchenko, Xiao Ding, Jinxin Liu, Fanye Meng, Feng Ren, Yudong Cao, Igor Stagljar, Alán Aspuru-Guzik, Alex Zhavoronkov
Quantum Computing-Enhanced Algorithm Unveils Novel Inhibitors for KRAS. CoRR (2024)
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. CoRR (2024)
Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang
Learning Geometry-Aware Representations for New Intent Discovery. ACL (1) (2024)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Jun Shi, Ting Liu, Bing Qin
Deciphering the lmpact of Pretraining Data on Large Language Models through Machine Unlearning. CoRR (2024)
Tingting Wu, Xiao Ding, Hao Zhang, Minji Tang, Bing Qin, Ting Liu
Uncertainty-guided label correction with wavelet-transformed discriminative representation enhancement. Neural Networks 176 (2024)
Guojing Ren, Xiao Ding, Xiao-Ke Xu, Hai-Feng Zhang
Link Prediction in Multilayer Networks via Cross-Network Embedding. AAAI (2024)
Yirong Zeng, Xiao Ding, Yi Zhao, Xiangyu Li, Jie Zhang, Chao Yao, Ting Liu, Bing Qin
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict. CoRR (2024)
Xiao Ding, Haifeng Zhang, Chuang Ma, Xingyi Zhang, Kai Zhong
User Identification Across Multiple Social Networks Based on Naive Bayes Model. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. ACL (1) (2024)
Tingting Wu, Xiao Ding, Li Du, Bing Qin, Ting Liu
Reasoning subevent relation over heterogeneous event graph. Knowl. Inf. Syst. 66 (9) (2024)
Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. CoRR (2024)
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Minji Tang, Li Du, Bing Qin, Ting Liu
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. IEEE Trans. Multim. 26 (2024)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Shi Jun, Ting Liu, Bing Qi
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning. ACL (Findings) (2024)
Jinglong Gao, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin
Event Causality Identification via Competitive-Cooperative Cognition Networks. Knowl. Based Syst. 300 (2024)
Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. CoRR (2024)
You-Feng Cheng, Qian Chen, Lin Peng, Cheng Liao, Xiao Ding
Dual-Wideband Structure-Reused Antenna With Diverse Radiation and Polarization Features for Vehicular Wireless Communications. IEEE Trans. Veh. Technol. 73 (3) (2024)
Lijuan Xu, Xiao Ding, Dawei Zhao, Alex X. Liu, Zhen Zhang
A Three-Dimensional ResNet and Transformer-Based Approach to Anomaly Detection in Multivariate Temporal-Spatial Data. Entropy 25 (2) (2023)
Jinglong Gao, Xiao Ding, Bing Qin, Ting Liu
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation. CoRR (2023)
Wen Hu, Xin Xia, Xiao Ding, Xingyi Zhang, Kai Zhong, Haifeng Zhang
SMPC-Ranking: A Privacy-Preserving Method on Identifying Influential Nodes in Multiple Private Networks. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Li Du, Xiao Ding, Zhouhao Sun, Ting Liu, Bing Qin, Jingshuo Liu
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing. ACL (1) (2023)
Jinglong Gao, Xiao Ding, Bing Qin, Ting Liu
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation. EMNLP (Findings) (2023)
Linyao Yang, Hongyang Chen, Zhao Li, Xiao Ding, Xindong Wu
ChatGPT is not Enough: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling. CoRR (2023)
Xian-Jie Zhang, Xiao Ding, Haifeng Zhang, Donghui Pan, Kai Zhong
A Flexible Monitoring Framework via Dynamic-Multilayer Graph Convolution Network. IEEE Trans. Instrum. Meas. 72 (2023)
Kai Xiong, Xiao Ding, Yixin Cao, Ting Liu, Bing Qin
Examining the Inter-Consistency of Large Language Models: An In-depth Analysis via Debate. CoRR (2023)
Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin, Ting Liu
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing. CoRR (2023)
Bibo Cai, Xiao Ding, Zhouhao Sun, Bing Qin, Ting Liu, Baojun Wang, Lifeng Shang
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning. AAAI (2023)
Lijuan Xu, Xiao Ding, Haipeng Peng, Dawei Zhao, Xin Li
ADTCD: An Adaptive Anomaly Detection Approach Toward Concept Drift in IoT. IEEE Internet Things J. 10 (18) (2023)
Xiao Ding, Chengying Jiang
A Decentralized Collaborative Scheduling Method for Multiple Microgrids Considering Electricity Market. iSPEC (2023)
Botao Feng, Baifa Yang, Chow-Yen-Desmond Sim, Li Deng, Zhengdong Zhou, Xiao Ding
A Compact Vehicle-Mounted Garden-Themed Artistic Antenna With Isolation Improvement for 2G/3G/LTE/5G Sub-6-GHz/WiFi/Bluetooth Communications. IEEE Trans. Veh. Technol. 72 (4) (2023)
Kai Xiong, Xiao Ding, Yixin Cao, Ting Liu, Bing Qin
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate. EMNLP (Findings) (2023)
You-Feng Cheng, Ying-Xi Wang, Jia-Li Zhong, Cheng Liao, Xiao Ding
Shared-Metasurface Antenna With Diverse Reflection, Radiation and Polarization Characteristics for Vehicular Communications. IEEE Trans. Veh. Technol. 72 (6) (2023)
Weilong Ding, Ze-yong Zong, Xiao Ding, Keji Mao
Hamate classification method based on feature-enhanced residual network and probabilistic joint judgment. IET Image Process. 17 (3) (2023)
Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin, Ting Liu
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing. ACL (Findings) (2023)
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Bing Qin, Yi Zheng, Baoxing Huai
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. CoRR (2022)
Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin
A Graph Enhanced BERT Model for Event Prediction. ACL (Findings) (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. ACL (1) (2022)
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. CoRR (2022)
Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu
CogBERT: Cognition-Guided Pre-trained Language Models. COLING (2022)
Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu
Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic. AAAI (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. CoRR (2022)
Li Du, Xiao Ding, Yue Zhang, Kai Xiong, Ting Liu, Bing Qin
A Graph Enhanced BERT Model for Event Prediction. CoRR (2022)
Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin, Ting Liu
STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing. EMNLP (2022)
Xiao Ding, Chuang Ma, Xingyi Zhang, Han-Shuang Chen, Hai-Feng Zhang
SOIDP: Predicting Interlayer Links in Multiplex Networks. IEEE Trans. Comput. Soc. Syst. 9 (4) (2022)
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. EMNLP (2022)
Yirong Zeng, Xiao Ding, Li Du, Ting Liu, Bing Qin
CSKE: Commonsense Knowledge Enhanced Text Extension Framework for Text-Based Logical Reasoning. CCKS (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
Enhancing pretrained language models with structured commonsense knowledge for textual inference. Knowl. Based Syst. 254 (2022)
Feng Ren, Xiao Ding, Min Zheng, Mikhail Korzinkin, Xin Cai, Wei Zhu, Alexey Mantsyzov, Alex Aliper, Vladimir Aladinskiy, Zhongying Cao, Shanshan Kong, Xi Long, Bonnie Hei Man Liu, Yingtao Liu, Vladimir Naumov, Anastasia Shneyderman, Ivan V. Ozerov, Ju Wang, Frank W. Pun, Alán Aspuru-Guzik, Michael Levitt, Alex Zhavoronkov
AlphaFold Accelerates Artificial Intelligence Powered Drug Discovery: Efficient Discovery of a Novel Cyclin-dependent Kinase 20 (CDK20) Small Molecule Inhibitor. CoRR (2022)
Bowen Chen, Xiao Ding, Li Du, Bing Qin, Ting Liu
Text Difficulty Study: Do machines behave the same as humans regarding text difficulty? CoRR (2022)
Li Chen, Xiao Ding, Dunbiao Niu, Zhujun Cao, Enbin Song
An Iterative Ensemble Transform Kalman Filter Based on the Smoothing and the Filtering Steps. ICCAIS (2021)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning. ACL/IJCNLP (1) (2021)
Zhongyang Li, Xiao Ding, Kuo Liao, Ting Liu, Bing Qin
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision. CoRR (2021)
Zhongyang Li, Xiao Ding, Ting Liu
TransBERT: A Three-Stage Pre-training Technology for Story-Ending Prediction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (1) (2021)
Luyao Qin, Xiao Ding, Yongjie Li, Qingfeng Chen, Jing Meng, Taijiao Jiang
Co-mutation modules capture the evolution and transmission patterns of SARS-CoV-2. Briefings Bioinform. 22 (6) (2021)
Kai Xiong, Xiao Ding, Li Du, Ting Liu, Bing Qin
Heterogeneous graph knowledge enhanced stock market prediction. AI Open 2 (2021)
Xiao Ding, Jihao Shi, Junwen Duan, Bing Qin, Ting Liu
Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. Sci. China Inf. Sci. 64 (9) (2021)
Li Du, Xiao Ding, Ting Liu, Bing Qin
Learning Event Graph Knowledge for Abductive Reasoning. ACL/IJCNLP (1) (2021)
Jihao Shi, Xiao Ding, Li Du, Ting Liu, Bing Qin
Neural Natural Logic Inference for Interpretable Question Answering. EMNLP (1) (2021)
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme
Guided Generation of Cause and Effect. CoRR (2021)
Xiao Ding, Xuye Yuan, Longfei Mao, Aiping Wu, Taijiao Jiang
FluReassort: a database for the study of genomic reassortments among influenza viruses. Briefings Bioinform. 21 (6) (2020)
Changhai Hu, Bing-Zhong Wang, Bin Feng Sun, Ren Wang, Shaoqiu Xiao, San-Qiang Tong, Xiao Ding
A Wide-Band Self-Complementary Tightly-Coupled Dipole Array With ±80° Scanning Range in the E Plane. IEEE Access 8 (2020)
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme
Guided Generation of Cause and Effect. IJCAI (2020)
Jun Zhou, Yuanpeng Liu, Jinshan Liu, Qian Xie, Yuqi Zhang, Xusheng Zhu, Xiao Ding
BOLD3D: A 3D BOLD descriptor for 6Dof pose estimation. Comput. Graph. 89 (2020)
Xiao Ding, Dingkui Hao, Yuewei Zhang, Kuo Liao, Zhongyang Li, Bing Qin, Ting Liu
HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection. SemEval@COLING (2020)
Yan-He Lv, Xiao Ding, Bing-Zhong Wang
Dual-Wideband High-Gain Fabry-Perot Cavity Antenna. IEEE Access 8 (2020)
Weilong Ding, Xiao Ding, Kai Chen, Zang-xin Wan, Yan Xu, Yuanjing Feng
A Computer Model for Simulating the Bicycle Rider's Behavior in a Virtual Riding System. KSII Trans. Internet Inf. Syst. 14 (3) (2020)
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan
Event Representation Learning Enhanced with External Commonsense Knowledge. CoRR (2019)
Li Du, Xiao Ding, Ting Liu, Zhongyang Li
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder. EMNLP/IJCNLP (1) (2019)
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan
Event Representation Learning Enhanced with External Commonsense Knowledge. EMNLP/IJCNLP (1) (2019)
Yibing Dong, Xiao Ding, Zhijun Li, Lianxin Zhang, Hengli Liu, Ning Ding, Zhenglong Sun, Huihuan Qian
Wing Sail Land-yacht Modeling And System Verification. ROBIO (2019)
You-Feng Cheng, Xiao Ding, Wei Shao, Cheng Liao
A High-Gain Sparse Phased Array With Wide-Angle Scanning Performance and Low Sidelobe Levels. IEEE Access 7 (2019)
Xiangyu Pei, Hui Pang, Yunfeng Li, Longlong Chen, Xiao Ding, Guangfu Tang
A Novel Ultra-High-Speed Traveling-Wave Protection Principle for VSC-based DC Grids. IEEE Access 7 (2019)
Xiao Ding, Zhongyang Li, Ting Liu, Kuo Liao
ELG: An Event Logic Graph. CoRR (2019)
Zhongyang Li, Xiao Ding, Ting Liu
Story Ending Prediction by Transferable BERT. CoRR (2019)
Li Du, Xiao Ding, Ting Liu, Zhongyang Li
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder. CoRR (2019)
Zhongyang Li, Xiao Ding, Ting Liu
Story Ending Prediction by Transferable BERT. IJCAI (2019)
Xiao Ding, Lei Xing, Tao Lin, Jiabao Wang, Yang Li, Zhuang Miao
Evaluating CNNs for Military Target Recognition. ICIC (2) (2019)
Jiafan Hou, Yibing Dong, Xiao Ding, Hengli Liu, Huihuan Qian, Zhenglong Sun
Towards Long Duration Self-Sustainable Ocean Sampling System. RCAR (2019)
Xiao Ding, Qiankun Shi, Bibo Cai, Ting Liu, Yanyan Zhao, Qiang Ye
Learning Multi-Domain Adversarial Neural Networks for Text Classification. IEEE Access 7 (2019)
Li-Ye Xiao, Wei Shao, Xiao Ding, Bing-Zhong Wang, William T. Joines, Qing Huo Liu
Parametric Modeling of Microwave Components Based on Semi-Supervised Learning. IEEE Access 7 (2019)
Junwen Duan, Xiao Ding, Yue Zhang, Ting Liu
TEND: A Target-Dependent Representation Learning Framework for News Document. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Zhongyang Li, Xiao Ding, Ting Liu
Constructing Narrative Event Evolutionary Graph for Script Event Prediction. CoRR (2018)
Zhongyang Li, Xiao Ding, Ting Liu
Constructing Narrative Event Evolutionary Graph for Script Event Prediction. IJCAI (2018)
Junwen Duan, Xiao Ding, Ting Liu
Learning Sentence Representations over Tree Structures for Target-Dependent Classification. NAACL-HLT (2018)
Zhongyang Li, Xiao Ding, Ting Liu
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training. COLING (2018)
Junwen Duan, Yue Zhang, Xiao Ding, Ching-Yun Chang, Ting Liu
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction. COLING (2018)
Zhixiang Tong, Xiaohong Su, Xiao Ding, Jiaxin Lin
Optimizing Software Development Requirements based on Dependency Relations. J. Inf. Hiding Multim. Signal Process. 9 (4) (2018)
Xiao Ding, Bibo Cai, Ting Liu, Qiankun Shi
Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification. IJCAI (2018)
Wenbo Zhang, Xiao Ding, Ting Liu
Learning Target-Dependent Sentence Representations for Chinese Event Detection. CCIR (2018)
Junwen Duan, Xiao Ding, Ting Liu
A Gaussian copula regression model for movie box-office revenues prediction. Sci. China Inf. Sci. 60 (9) (2017)
Weinan Zhang, Ting Liu, Bing Qin, Yu Zhang, Wanxiang Che, Yanyan Zhao, Xiao Ding
Benben: A Chinese Intelligent Conversational Robot. ACL (System Demonstrations) (2017)

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Publication Activity (10 Years)

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Xiao Ding