Jiamou Liu

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 157

Top Venues

Publications

Lin Ni, Sijie Wang, Zeyu Zhang, Xiaoxuan Li, Xianda Zheng, Paul Denny, Jiamou Liu
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy. AAAI (2024)
Gaël Gendron, Yang Chen, Mitchell Rogers, Yiping Liu, Mihailo Azhar, Shahrokh Heidari, David Arturo Soriano Valdez, Kobe Knowles, Padriac O'Leary, Simon Eyre, Michael Witbrock, Gillian Dobbie, Jiamou Liu, Patrice Delmas
Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks. AAMAS (2024)
Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning. CoRR (2024)
Zhenyu Guo, Xin Li, Jiamou Liu, Zijian Zhang, Meng Li, Jingjing Hu, Liehuang Zhu
Graph-Based Covert Transaction Detection and Protection in Blockchain. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zijian Huang
SKGSum: Structured Knowledge-Guided Document Summarization. ACL (Findings) (2024)
Sijie Wang, Lin Ni, Zeyu Zhang, Xiaoxuan Li, Xianda Zheng, Jiamou Liu
Multimodal prediction of student performance: A fusion of signed graph neural networks and large language models. Pattern Recognit. Lett. 181 (2024)
Toru Takisaka, Libo Zhang, Changjiang Wang, Jiamou Liu
Lexicographic Ranking Supermartingales with Lazy Lower Bounds. CAV (3) (2024)
Zeyu Zhang, Peiyao Zhao, Xin Li, Jiamou Liu, Xinrui Zhang, Junjie Huang, Xiaofeng Zhu
Signed Graph Representation Learning: A Survey. CoRR (2024)
Zhibo Xing, Zijian Zhang, Ziang Zhang, Jiamou Liu, Liehuang Zhu, Giovanni Russello
No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning. CoRR (2024)
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. ACL (Findings) (2024)
Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset Özkan Tan, Michael Witbrock
Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables. AAAI (2024)
Jie Liu, Jiamou Liu, Kaiqi Zhao, Yanni Tang, Wu Chen
TP-GNN: Continuous Dynamic Graph Neural Network for Graph Classification. ICDE (2024)
Mingyue Zhang, Nianyu Li, Jialong Li, Jiachun Liao, Jiamou Liu
Memory-Based Resilient Control Against Non-cooperation in Multi-agent Flocking. AAMAS (2024)
Mengxiao Zhang, Fernando Beltrán, Jiamou Liu
A Survey of Data Pricing for Data Marketplaces. IEEE Trans. Big Data 9 (4) (2023)
Qiming Bao, Gaël Gendron, Alex Yuxuan Peng, Wanjun Zhong, Neset Tan, Yang Chen, Michael Witbrock, Jiamou Liu
A Systematic Evaluation of Large Language Models on Out-of-Distribution Logical Reasoning Tasks. CoRR (2023)
Yiping Liu, Jiamou Liu, Bakh Khoussainov, Miao Qiao, Bo Yan, Mengxiao Zhang
Centralization Problem for Opinion Convergence in Decentralized Networks. ASONAM (2023)
Yang Chen, Libo Zhang, Jiamou Liu, Michael Witbrock
Adversarial Inverse Reinforcement Learning for Mean Field Games. AAMAS (2023)
Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov
Differentially Private Diffusion Auction: The Single-unit Case. AAMAS (2023)
Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Tim Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu
Exploring Self-Reinforcement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models. CoRR (2023)
Jialong Liu, Yanni Tang, Jiamou Liu, Kaiqi Zhao, Wu Chen
LGLog: Semi-supervised Graph Representation Learning for Anomaly Detection based on System Logs. QRS (2023)
Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov, Mingyu Xiao
Multi-unit Auction over a Social Network. CoRR (2023)
Liang Tang, Qianqian Qi, Qinghua Shang, Yuguang Cai, Jiamou Liu, Michael Witbrock, Kaokao Lv
Boosting QA Performance Through SA-Net and AA-Net with the Read+Verify Framework. AusDM (2023)
Jialing He, Zijian Zhang, Liran Ma, Zhouyu Zhang, Meng Li, Bakh Khoussainov, Jiamou Liu, Liehuang Zhu
InFocus: Amplifying Critical Feature Influence on Non-Intrusive Load Monitoring Through Self-Attention Mechanisms. IEEE Trans. Smart Grid 14 (5) (2023)
Weidong Li, Mengxiao Zhang, Libo Zhang, Jiamou Liu
Integrated Private Data Trading Systems for Data Marketplaces. ECAI (2023)
Sajjad Hassanpour, Vicente A. González, Yang Zou, Jiamou Liu, Feng Wang, Enrique del Rey Castillo, Guillermo Cabrera-Guerrero
Incorporation of BIM-based probabilistic non-structural damage assessment into agent-based post-earthquake evacuation simulation. Adv. Eng. Informatics 56 (2023)
Xiaoxuan Li, Lin Ni, Renee Li, Jiamou Liu, Mengxiao Zhang
MaD: A Dataset for Interview-based BPM in Business Process Management. IJCNN (2023)
Libo Zhang, Yang Chen, Toru Takisaka, Bakh Khoussainov, Michael Witbrock, Jiamou Liu
Learning Density-Based Correlated Equilibria for Markov Games. CoRR (2023)
Pengqian Han, Partha Roop, Jiamou Liu, Tianzhe Bao, Yifei Wang
STF: Spatial Temporal Fusion for Trajectory Prediction. CoRR (2023)
Weidong Li, Mengxiao Zhang, Libo Zhang, Jiamou Liu
Integrated Private Data Trading Systems for Data Marketplaces. CoRR (2023)
Zhibo Xing, Zijian Zhang, Jiamou Liu, Ziang Zhang, Meng Li, Liehuang Zhu, Giovanni Russello
Zero-knowledge Proof Meets Machine Learning in Verifiability: A Survey. CoRR (2023)
Pengqian Han, Partha Roop, Jiamou Liu, Tianzhe Bao, Yifei Wang
STF: Spatial Temporal Fusion for Trajectory Prediction. M2VIP (2023)
Gaël Gendron, Yang Chen, Mitchell Rogers, Yiping Liu, Mihailo Azhar, Shahrokh Heidari, David Arturo Soriano Valdez, Kobe Knowles, Padriac O'Leary, Simon Eyre, Michael Witbrock, Gillian Dobbie, Jiamou Liu, Patrice Delmas
Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks. CoRR (2023)
Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov
Differentially Private Diffusion Auction: The Single-unit Case. CoRR (2023)
Mengxiao Zhang, Jiamou Liu, Kaiyu Feng, Fernando Beltrán, Zijian Zhang
SmartAuction: A blockchain-based secure implementation of private data queries. Future Gener. Comput. Syst. 138 (2023)
Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu
MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring based on A Dual-CNN Model. CoRR (2023)
Pengqian Han, Jiamou Liu, Jialing He, Zeyu Zhang, Song Yang, Yanni Tang, Partha Roop
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction. CoRR (2023)
Zeyu Zhang, Jiamou Liu, Xianda Zheng, Yifei Wang, Pengqian Han, Yupan Wang, Kaiqi Zhao, Zijian Zhang
RSGNN: A Model-agnostic Approach for Enhancing the Robustness of Signed Graph Neural Networks. WWW (2023)
Lin Ni, Sijie Wang, Zeyu Zhang, Xiaoxuan Li, Xianda Zheng, Paul Denny, Jiamou Liu
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy. CoRR (2023)
Toru Takisaka, Libo Zhang, Changjiang Wang, Jiamou Liu
Fairness in Ranking Supermartingales. CoRR (2023)
Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu
USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network. AAAI (2023)
Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov, Mingyu Xiao
Multi-Unit Auction over a Social Network. ECAI (2023)
Libo Zhang, Yang Chen, Toru Takisaka, Bakh Khoussainov, Michael Witbrock, Jiamou Liu
Learning Density-Based Correlated Equilibria for Markov Games. AAMAS (2023)
Zeyu Zhang, Shuyan Wan, Sijie Wang, Xianda Zheng, Xinrui Zhang, Kaiqi Zhao, Jiamou Liu, Dong Hao
SGA: A Graph Augmentation Method for Signed Graph Neural Networks. CoRR (2023)
Zhibo Xing, Zijian Zhang, Meng Li, Jiamou Liu, Liehuang Zhu, Giovanni Russello, Muhammad Rizwan Asghar
Zero-Knowledge Proof-based Practical Federated Learning on Blockchain. CoRR (2023)
Zhangyue He, Yanni Tang, Kaiqi Zhao, Jiamou Liu, Wu Chen
Graph-Based Log Anomaly Detection via Adversarial Training. SETTA (2023)
Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu
USER: Unsupervised Structural Entropy-based Robust Graph Neural Network. CoRR (2023)
Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Song Yang, Xianda Zheng, Yifei Wang
Contrastive Learning for Signed Bipartite Graphs. SIGIR (2023)
Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock
A Dynamic Prompt-tuning Method for Data Augmentation with Associated Knowledge. Tiny Papers @ ICLR (2023)
Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov
Incentivising Diffusion while Preserving Differential Privacy. UAI (2023)
Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Yifei Wang, Pengqian Han, Xianda Zheng, Qiqi Wang, Zijian Zhang
CSG: Curriculum Representation Learning for Signed Graph. CoRR (2023)
Mengxiao Zhang, Fernando Beltrán, Jiamou Liu
A Survey of Data Pricing for Data Marketplaces. CoRR (2023)
Wei Chen, Wu Chen, Jiamou Liu, Kaiqi Zhao, Mingyue Zhang
SupConFL: Fault Localization with Supervised Contrastive Learning. Internetware (2023)
Song Yang, Jiamou Liu, Kaiqi Zhao
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation. CoRR (2023)
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Michael Witbrock, Jiamou Liu
Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. CoRR (2023)
Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu
MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model. AAAI (2023)
Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
Individual-Level Inverse Reinforcement Learning for Mean Field Games. CoRR (2022)
Yiping Liu, Jiamou Liu, Bakhadyr Khoussainov, Miao Qiao, Bo Yan
Centralization Problem for Opinion Convergence in Decentralized Networks. CoRR (2022)
Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu
Multivariate Time Series Imputation: An Approach Based on Dictionary Learning. Entropy 24 (8) (2022)
Song Yang, Jiamou Liu, Kaiqi Zhao
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation. SIGIR (2022)
Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
Individual-Level Inverse Reinforcement Learning for Mean Field Games. AAMAS (2022)
Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu
Dictionary learning for signals in additive noise with generalized Gaussian distribution. Signal Process. 195 (2022)
Wencong Liu, Jiamou Liu, Zijian Zhang, Yiwei Liu, Liehuang Zhu
Residual Entropy-based Graph Generative Algorithms. AAMAS (2022)
Jaron Mar, Jiamou Liu
Constrained Few-Shot Learning: Human-Like Low Sample Complexity Learning and Non-Episodic Text Classification. CoRR (2022)
Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
THINK: A novel conversation model for generating grammatically correct and coherent responses. Knowl. Based Syst. 242 (2022)
Jaron Mar, Jiamou Liu
From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. CoRR (2022)
Wenjing Xiong, Wu Chen, Jiamou Liu, Kaiqi Zhao
An Anomaly Detection Framework for System Logs Based on Ensemble Learning. PRICAI (1) (2022)
Sajjad Hassanpour, Vicente González, Jiamou Liu, Yang Zou, Guillermo Cabrera-Guerrero
A hybrid hierarchical agent-based simulation approach for buildings indoor layout evaluation based on the post-earthquake evacuation. Adv. Eng. Informatics 51 (2022)
Jaron Mar, Jiamou Liu
From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. NAACL-HLT (Findings) (2022)
Yang Chen, Miao Xie, Jiamou Liu, Kaiqi Zhao
Interconnected Neural Linear Contextual Bandits with UCB Exploration. PAKDD (1) (2022)
Lin Ni, Qiming Bao, Xiaoxuan Li, Qianqian Qi, Paul Denny, Jim Warren, Michael Witbrock, Jiamou Liu
DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions. AAAI (2022)
Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock, Jiamou Liu
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs. AACL/IJCNLP (Findings) (2022)
Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. CoRR (2022)
Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. NeSy (2022)
Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders. CoRR (2021)
Jinyang Dong, Jiamou Liu, Tiezhong Liu
The impact of top scientists on the community development of basic research directed by government funding: evidence from program 973 in China. Scientometrics 126 (10) (2021)
Kaibin Wan, Jiamou Liu, Yiwei Liu, Zijian Zhang, Bakhadyr Khoussainov
Attacking Community Detectors: Mislead Detectors via Manipulating the Graph Structure. MobiCASE (2021)
Song Yang, Jiamou Liu, Kaiqi Zhao
Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting. CoRR (2021)
Sikai Zhang, Hong Zheng, Hongyi Su, Bo Yan, Jiamou Liu, Song Yang
GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series. CoRR (2021)
Xin Li, Hongyu Zang, Xiaoyun Yu, Hao Wu, Zijian Zhang, Jiamou Liu, Mingzhong Wang
On improving knowledge graph facilitated simple question answering system. Neural Comput. Appl. 33 (16) (2021)
Yang Chen, Jiamou Liu, Bakhadyr Khoussainov
Maximum Entropy Inverse Reinforcement Learning for Mean Field Games. CoRR (2021)
Zhengjia Zhu, Hao Yin, Zijian Zhang, Tielei Li, Jiamou Liu, Bakh Khoussainov, Chang Xu
Exploring active attacks for three incorrect implementations of the ISO/IEC 9798 in satellite networks. Comput. Commun. 172 (2021)
Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. ACL/IJCNLP (1) (2021)
Lin Ni, Qiming Bao, Xiaoxuan Li, Qianqian Qi, Paul Denny, Jim Warren, Michael Witbrock, Jiamou Liu
DeepQR: Neural-based Quality Ratings for Learnersourced Multiple-Choice Questions. CoRR (2021)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Jiamou Liu
Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions. ACM Trans. Auton. Adapt. Syst. 16 (1) (2021)
Wu Chen, Yong Yu, Keke Gai, Jiamou Liu, Kim-Kwang Raymond Choo
Time-Efficient Ensemble Learning with Sample Exchange for Edge Computing. ACM Trans. Internet Techn. 21 (3) (2021)
Song Yang, Jiamou Liu, Kaiqi Zhao
Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting. ICDM (2021)
Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses. CoRR (2021)
Yanni Tang, Jiamou Liu, Wu Chen
Exchange, adopt, evolve: Modeling the spreading of opinions through cognition and interaction in a social network. Inf. Sci. 551 (2021)
Yiwei Liu, Jiamou Liu, Kaibin Wan, Zhan Qin, Zijian Zhang, Bakhadyr Khoussainov, Liehuang Zhu
From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments. ICML (2021)
Siyu Zhang, Jiamou Liu, Yiwei Liu, Zijian Zhang, Bakhadyr Khoussainov
Improving Togetherness Using Structural Entropy. MobiCASE (2021)
Mengxiao Zhang, Fernando Beltrán, Jiamou Liu
Incentive Mechanism for Social Network Data Pricing under Privacy Preservation. BSCI (2020)
Mussadiq Abdul Rahim, Liehuang Zhu, Xin Li, Jiamou Liu, Zijian Zhang, Zhan Qin, Salabat Khan, Keke Gai
Zero-to-Stable Driver Identification: A Non-Intrusive and Scalable Driver Identification Scheme. IEEE Trans. Veh. Technol. 69 (1) (2020)
Bo Yan, Hao Zhong, Yiping Liu, Jiamou Liu, Hongyi Su, Hong Zheng, Sheng Zhang
Network Embedding Based On Structural Information Entropy: Network embedding. BSCI (2020)
Jaron Mar, Jiamou Liu
What's in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document Classification. PAKDD (1) (2020)
Qiming Bao, Lin Ni, Jiamou Liu
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention. CoRR (2020)
Mengxiao Zhang, Fernando Beltrán, Jiamou Liu
Selling Data at an Auction under Privacy Constraints. CoRR (2020)
Qiming Bao, Lin Ni, Jiamou Liu
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention. ACSW (2020)
Yang Chen, Jiamou Liu, He Zhao, Hongyi Su
Social Structure Emergence: A Multi-agent Reinforcement Learning Framework for Relationship Building. AAMAS (2020)
Zijian Zhang, Nurilla Avazov, Jiamou Liu, Bakh Khoussainov, Xin Li, Keke Gai, Liehuang Zhu
WiPOS: A POS Terminal Password Inference System Based on Wireless Signals. IEEE Internet Things J. 7 (8) (2020)
Yang Chen, Jiamou Liu
Social Capital Games as A Framework for Social Structural Pattern Emergence. ASONAM (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiamou Liu