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ORCIDJiamou Liu
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- affiliation: The University of Auckland, New Zealand
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2020 – today
- 2024
[j32]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: 1-8 (2024)- [j31]Zijian Zhang, Xin Lu, Meng Li, Jincheng An, Yang Yu, Hao Yin, Liehuang Zhu, Yong Liu, Jiamou Liu, Bakh Khoussainov:
A Blockchain-Based Privacy-Preserving Scheme for Sealed-Bid Auction. IEEE Trans. Dependable Secur. Comput. 21(5): 4668-4683 (2024) - [j30]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: 2244-2257 (2024) - [c117]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: 11407-11415 - [c116]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: 23232-23240 - [c115]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: 1857-1871 - [c114]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: 5914-5934 - [c113]Mingyue Zhang, Nianyu Li, Jialong Li, Jiachun Liao, Jiamou Liu:
Memory-Based Resilient Control Against Non-cooperation in Multi-agent Flocking. AAMAS 2024: 2075-2084 - [c112]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: 2276-2278 - [c111]Toru Takisaka, Libo Zhang, Changjiang Wang, Jiamou Liu:
Lexicographic Ranking Supermartingales with Lazy Lower Bounds. CAV (3) 2024: 420-442 - [c110]Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Meta-Mechanisms for Combinatorial Auctions over Social Networks. ECAI 2024: 3244-3251 - [c109]Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Balancing Efficiency with Equality: Auction Design with Group Fairness Concerns. ECAI 2024: 3252-3259 - [c108]Jie Liu, Jiamou Liu, Kaiqi Zhao, Yanni Tang, Wu Chen:
TP-GNN: Continuous Dynamic Graph Neural Network for Graph Classification. ICDE 2024: 2848-2861 - [c107]Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock:
Enhancing Data Augmentation with Knowledge-enriched Data Generation via Dynamic Prompt-tuning Method. IJCNN 2024: 1-8 - [c106]Qianqian Qi, Lin Ni, Zhongsheng Wang, Libo Zhang, Jiamou Liu, Michael Witbrock:
Epic-Level Text Generation with LLM through Auto-prompted Reinforcement Learning. IJCNN 2024: 1-8 - [c105]Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang:
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning. IJCNN 2024: 1-8 - [i49]Zeyu Zhang, Peiyao Zhao, Xin Li, Jiamou Liu, Xinrui Zhang, Junjie Huang, Xiaofeng Zhu:
Signed Graph Representation Learning: A Survey. CoRR abs/2402.15980 (2024) - [i48]Zhibo Xing, Zijian Zhang, Ziang Zhang, Jiamou Liu, Liehuang Zhu, Giovanni Russello:
No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning. CoRR abs/2406.01080 (2024) - [i47]Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang:
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning. CoRR abs/2407.10162 (2024) - [i46]Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Balancing Efficiency with Equality: Auction Design with Group Fairness Concerns. CoRR abs/2408.04545 (2024) - [i45]Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Meta-mechanisms for Combinatorial Auctions over Social Networks. CoRR abs/2408.04555 (2024) - [i44]Xiaojun Xiao, Sen Shen, Qiming Bao, Hongfei Rong, Kairui Liu, Zhongsheng Wang, Jiamou Liu:
CoRA: Optimizing Low-Rank Adaptation with Common Subspace of Large Language Models. CoRR abs/2409.02119 (2024) - 2023
- [j29]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: 101958 (2023) - [j28]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: 198-211 (2023) - [j27]Mengxiao Zhang, Fernando Beltrán, Jiamou Liu:
A Survey of Data Pricing for Data Marketplaces. IEEE Trans. Big Data 9(4): 1038-1056 (2023) - [j26]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): 3828-3840 (2023) - [c104]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: 5078-5086 - [c103]Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu:
USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network. AAAI 2023: 10235-10243 - [c102]Yiping Liu, Jiamou Liu, Bakh Khoussainov, Miao Qiao, Bo Yan, Mengxiao Zhang:
Centralization Problem for Opinion Convergence in Decentralized Networks. ASONAM 2023: 658-665 - [c101]Libo Zhang, Yang Chen, Toru Takisaka, Bakh Khoussainov, Michael Witbrock, Jiamou Liu:
Learning Density-Based Correlated Equilibria for Markov Games. AAMAS 2023: 652-660 - [c100]Yang Chen, Libo Zhang, Jiamou Liu, Michael Witbrock:
Adversarial Inverse Reinforcement Learning for Mean Field Games. AAMAS 2023: 1088-1096 - [c99]Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Differentially Private Diffusion Auction: The Single-unit Case. AAMAS 2023: 2724-2726 - [c98]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: 75-89 - [c97]Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov, Mingyu Xiao:
Multi-Unit Auction over a Social Network. ECAI 2023: 676-683 - [c96]Weidong Li, Mengxiao Zhang, Libo Zhang, Jiamou Liu:
Integrated Private Data Trading Systems for Data Marketplaces. ECAI 2023: 1422-1429 - [c95]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 - [c94]Xiaoxuan Li, Lin Ni, Renee Li, Jiamou Liu, Mengxiao Zhang:
MaD: A Dataset for Interview-based BPM in Business Process Management. IJCNN 2023: 1-8 - [c93]Wei Chen, Wu Chen, Jiamou Liu, Kaiqi Zhao, Mingyue Zhang:
SupConFL: Fault Localization with Supervised Contrastive Learning. Internetware 2023: 44-54 - [c92]Pengqian Han, Partha S. Roop, Jiamou Liu, Tianzhe Bao, Yifei Wang:
STF: Spatial Temporal Fusion for Trajectory Prediction. M2VIP 2023: 1-6 - [c91]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: 36-47 - [c90]Zhangyue He, Yanni Tang, Kaiqi Zhao, Jiamou Liu, Wu Chen:
Graph-Based Log Anomaly Detection via Adversarial Training. SETTA 2023: 55-71 - [c89]Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Song Yang, Xianda Zheng, Yifei Wang:
Contrastive Learning for Signed Bipartite Graphs. SIGIR 2023: 1629-1638 - [c88]Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Incentivising Diffusion while Preserving Differential Privacy. UAI 2023: 963-972 - [c87]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: 60-70 - [i43]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 abs/2302.05565 (2023) - [i42]Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu:
USER: Unsupervised Structural Entropy-based Robust Graph Neural Network. CoRR abs/2302.05889 (2023) - [i41]Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov:
Differentially Private Diffusion Auction: The Single-unit Case. CoRR abs/2302.07072 (2023) - [i40]Libo Zhang, Yang Chen, Toru Takisaka, Bakh Khoussainov, Michael Witbrock, Jiamou Liu:
Learning Density-Based Correlated Equilibria for Markov Games. CoRR abs/2302.08001 (2023) - [i39]Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov, Mingyu Xiao:
Multi-unit Auction over a Social Network. CoRR abs/2302.08924 (2023) - [i38]Song Yang, Jiamou Liu, Kaiqi Zhao:
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation. CoRR abs/2303.04741 (2023) - [i37]Mengxiao Zhang, Fernando Beltrán, Jiamou Liu:
A Survey of Data Pricing for Data Marketplaces. CoRR abs/2303.04810 (2023) - [i36]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 abs/2304.05590 (2023) - [i35]Toru Takisaka, Libo Zhang, Changjiang Wang, Jiamou Liu:
Fairness in Ranking Supermartingales. CoRR abs/2304.11363 (2023) - [i34]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 abs/2305.12599 (2023) - [i33]Weidong Li, Mengxiao Zhang, Libo Zhang, Jiamou Liu:
Integrated Private Data Trading Systems for Data Marketplaces. CoRR abs/2307.16317 (2023) - [i32]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 abs/2309.10444 (2023) - [i31]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 abs/2309.13500 (2023) - [i30]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 abs/2310.09430 (2023) - [i29]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 abs/2310.09705 (2023) - [i28]Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Yifei Wang, Pengqian Han, Xianda Zheng, Qiqi Wang, Zijian Zhang:
CSG: Curriculum Representation Learning for Signed Graph. CoRR abs/2310.11083 (2023) - [i27]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 abs/2310.14848 (2023) - [i26]Pengqian Han, Partha S. Roop, Jiamou Liu, Tianzhe Bao, Yifei Wang:
STF: Spatial Temporal Fusion for Trajectory Prediction. CoRR abs/2311.18149 (2023) - [i25]Pengqian Han, Jiamou Liu, Jialing He, Zeyu Zhang, Song Yang, Yanni Tang, Partha S. Roop:
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction. CoRR abs/2311.18198 (2023) - [i24]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 abs/2312.14333 (2023) - 2022
- [j25]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: 101531 (2022) - [j24]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
Multivariate Time Series Imputation: An Approach Based on Dictionary Learning. Entropy 24(8): 1057 (2022) - [j23]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: 108376 (2022) - [j22]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
Dictionary learning for signals in additive noise with generalized Gaussian distribution. Signal Process. 195: 108488 (2022) - [c86]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: 12826-12834 - [c85]Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu:
Individual-Level Inverse Reinforcement Learning for Mean Field Games. AAMAS 2022: 253-262 - [c84]Wencong Liu, Jiamou Liu, Zijian Zhang, Yiwei Liu, Liehuang Zhu:
Residual Entropy-based Graph Generative Algorithms. AAMAS 2022: 816-824 - [c83]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: 176-187 - [c82]Jaron Mar, Jiamou Liu:
From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. NAACL-HLT (Findings) 2022: 391-409 - [c81]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: 202-217 - [c80]Yang Chen, Miao Xie, Jiamou Liu, Kaiqi Zhao:
Interconnected Neural Linear Contextual Bandits with UCB Exploration. PAKDD (1) 2022: 169-181 - [c79]Wenjing Xiong, Wu Chen, Jiamou Liu, Kaiqi Zhao:
An Anomaly Detection Framework for System Logs Based on Ensemble Learning. PRICAI (1) 2022: 52-65 - [c78]Song Yang, Jiamou Liu, Kaiqi Zhao:
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation. SIGIR 2022: 1144-1153 - [i23]Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu:
Individual-Level Inverse Reinforcement Learning for Mean Field Games. CoRR abs/2202.06401 (2022) - [i22]Jaron Mar, Jiamou Liu:
From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. CoRR abs/2205.07164 (2022) - [i21]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 abs/2207.14000 (2022) - [i20]Jaron Mar, Jiamou Liu:
Constrained Few-Shot Learning: Human-Like Low Sample Complexity Learning and Non-Episodic Text Classification. CoRR abs/2208.08089 (2022) - [i19]Yiping Liu, Jiamou Liu, Bakhadyr Khoussainov, Miao Qiao, Bo Yan:
Centralization Problem for Opinion Convergence in Decentralized Networks. CoRR abs/2210.16041 (2022) - 2021
- [j21]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: 93-101 (2021) - [j20]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: 1-22 (2021) - [j19]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): 10587-10596 (2021) - [j18]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): 8561-8579 (2021) - [j17]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): 2:1-2:20 (2021) - [j16]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): 76:1-76:17 (2021) - [c77]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: 5624-5637 - [c76]Song Yang, Jiamou Liu, Kaiqi Zhao:
Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting. ICDM 2021: 817-826 - [c75]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: 6871-6881 - [c74]Siyu Zhang, Jiamou Liu, Yiwei Liu, Zijian Zhang, Bakhadyr Khoussainov:
Improving Togetherness Using Structural Entropy. MobiCASE 2021: 85-98 - [c73]Kaibin Wan, Jiamou Liu, Yiwei Liu, Zijian Zhang, Bakhadyr Khoussainov:
Attacking Community Detectors: Mislead Detectors via Manipulating the Graph Structure. MobiCASE 2021: 112-128 - [i18]Yang Chen, Jiamou Liu, Bakhadyr Khoussainov:
Maximum Entropy Inverse Reinforcement Learning for Mean Field Games. CoRR abs/2104.14654 (2021) - [i17]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses. CoRR abs/2105.13630 (2021) - [i16]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders. CoRR abs/2106.03410 (2021) - [i15]Song Yang, Jiamou Liu, Kaiqi Zhao:
Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting. CoRR abs/2109.05225 (2021) - [i14]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 abs/2110.14331 (2021) - [i13]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 abs/2111.10058 (2021) - 2020
- [j15]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): 7506-7516 (2020) - [j14]Meng Li, Keli Zhang, Jiamou Liu, Hanxiao Gong, Zijian Zhang:
Blockchain-based anomaly detection of electricity consumption in smart grids. Pattern Recognit. Lett. 138: 476-482 (2020) - [j13]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): 163-171 (2020) - [c72]Qiming Bao, Lin Ni, Jiamou Liu:
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention. ACSW 2020: 32:1-32:10 - [c71]Yang Chen, Jiamou Liu:
Social Capital Games as A Framework for Social Structural Pattern Emergence. ASONAM 2020: 309-316 - [c70]Yang Chen, Jiamou Liu, He Zhao, Hongyi Su:
Social Structure Emergence: A Multi-agent Reinforcement Learning Framework for Relationship Building. AAMAS 2020: 1807-1809 - [c69]Mengxiao Zhang, Fernando Beltrán, Jiamou Liu:
Incentive Mechanism for Social Network Data Pricing under Privacy Preservation. BSCI 2020: 85-95 - [c68]Shaoyuan Liu, Zhi Fang, Feng Gao, Bakh Khoussainov, Zijian Zhang, Jiamou Liu, Liehuang Zhu:
Whispers on Ethereum: Blockchain-based Covert Data Embedding Schemes. BSCI 2020: 171-179 - [c67]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: 198-203 - [c66]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
On the Use of Dictionary Learning in Time Series Imputation. EUSIPCO 2020: 2016-2020 - [c65]Jaron Mar, Jiamou Liu:
What's in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document Classification. PAKDD (1) 2020: 261-274 - [c64]Mengxiao Zhang, Fernando Beltrán, Jiamou Liu:
Selling Data at an Auction under Privacy Constraints. UAI 2020: 669-678 - [e1]Keke Gai, Kim-Kwang Raymond Choo, Jiamou Liu:
BSCI '20: Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, co-located with AsiaCCS 2020, Taipei, Taiwan, October 6, 2020. ACM 2020, ISBN 978-1-4503-7610-5 [contents] - [i12]Qiming Bao, Lin Ni, Jiamou Liu:
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention. CoRR abs/2002.03140 (2020) - [i11]Mengxiao Zhang, Fernando Beltrán, Jiamou Liu:
Selling Data at an Auction under Privacy Constraints. CoRR abs/2005.09248 (2020)
2010 – 2019
- 2019
- [j12]Fang Yan, Xi Yang, Jiamou Liu, Hengliang Tang, Yu-an Tan, Yuanzhang Li:
Optimizing the restoration performance of deduplication systems through an energy-saving data layout. Ann. des Télécommunications 74(7-8): 461-471 (2019) - [j11]Jialing He, Zijian Zhang, Liehuang Zhu, Zhesi Zhu, Jiamou Liu, Keke Gai:
An Efficient and Accurate Nonintrusive Load Monitoring Scheme for Power Consumption. IEEE Internet Things J. 6(5): 9054-9063 (2019) - [c63]Qian Chen, Hongyi Su, Jiamou Liu, Bo Yan, Hong Zheng, He Zhao:
In Pursuit of Social Capital: Upgrading Social Circle Through Edge Rewiring. APWeb/WAIM (1) 2019: 207-222 - [c62]Yang Chen, Jiamou Liu:
Becoming gatekeepers together with allies: collaborative brokerage over social networks. ASONAM 2019: 81-88 - [c61]Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu:
To be Big Picture Thinker or Detail-Oriented?: Utilizing Perceived Gist Information to Achieve Efficient Convention Emergence with Bilateralism and Multilateralism. AAMAS 2019: 2021-2023 - [c60]Bo Yan, Kexiu Song, Jiamou Liu, Fanku Meng, Yiping Liu, Hongyi Su:
On the Maximization of Influence Over an Unknown Social Network. AAMAS 2019: 2279-2281 - [c59]Yang Chen, Jiamou Liu:
Distributed Community Detection over Blockchain Networks Based on Structural Entropy. BSCI 2019: 3-12 - [c58]Xinyi Li, Zijian Zhang, Jiamou Liu, Keke Gai:
A New Complex Network Robustness Attack Algorithm. BSCI 2019: 13-17 - [c57]Jiamou Liu:
Session details: Session 3: Blockchain-enabled Applications. BSCI 2019 - [c56]Yong Yu, Jia Deng, Yanni Tang, Jiamou Liu, Wu Chen:
Decentralized Ensemble Learning Based on Sample Exchange among Multiple Agents. BSCI 2019: 57-66 - [c55]Ruochen Jiang, Jiamou Liu, Wu Chen:
How to Improve the Cohesion of a Social Network? A Structural Perspective. CANDAR 2019: 143-149 - [c54]Wei Liu, Shuyue Hu, Jiamou Liu, Wu Chen, Siyuan Chen, Yong Yu:
Efficient and Robust Emergence of Conventions through Learning and Staying. ICA 2019: 14-19 - [c53]Siyuan Chen, Wei Liu, Jiamou Liu, Khí-Uí Soo, Wu Chen:
Maximizing Social Welfare in Fractional Hedonic Games using Shapley Value. ICA 2019: 21-26 - [c52]Qian Chen, Hongyi Su, Jiamou Liu, Bo Yan, Hong Zheng:
Establishing Ties with Bounded Capacity and Limited Network Access. ICIAI 2019: 188-192 - [c51]Song Ji, Jiamou Liu:
Interpersonal Ties and the Social Link Recommendation Problem. ICSAI 2019: 456-462 - [c50]Nurilla Avazov, Jiamou Liu, Bakhadyr Khoussainov:
Periodic Neural Networks for Multivariate Time Series Analysis and Forecasting. IJCNN 2019: 1-8 - [c49]Bo Yan, Fanku Meng, Jiamou Liu, Yiping Liu, Hongyi Su:
Exploratory Community Detection: Finding Communities in Unknown Networks. MSN 2019: 206-211 - [c48]Bo Yan, Wenli Tang, Jiamou Liu, Yiping Liu, Fanku Meng, Hongyi Su:
Summarizing the Slices: Sample-Based Core-Periphery Classification on Complex Networks. MSN 2019: 212-217 - [c47]Yiwei Liu, Jiamou Liu, Zijian Zhang, Liehuang Zhu, Angsheng Li:
REM: From Structural Entropy to Community Structure Deception. NeurIPS 2019: 12918-12928 - [c46]He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Hong Zheng, Bo Yan:
A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation. PRICAI (1) 2019: 113-117 - [c45]Qifu Hu, Angsheng Li, Jiamou Liu, Jun Liu:
Time-Efficient Network Monitoring Through Confined Search and Adaptive Evaluation. PRICAI (2) 2019: 633-646 - [c44]He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Bo Yan, Hong Zheng:
Can Reinforcement Learning Enhance Social Capital? WISE Workshops 2019: 157-171 - 2018
- [j10]Dietrich Kuske, Jiamou Liu, Anastasia Moskvina:
Infinite and Bi-infinite Words with Decidable Monadic Theories. Log. Methods Comput. Sci. 14(3) (2018) - [c43]Yijin Cai, Hong Zheng, Jiamou Liu, Bo Yan, Hongyi Su, Yiping Liu:
Balancing the Pain and Gain of Hobnobbing: Utility-Based Network Building over Atributed Social Networks. AAMAS 2018: 193-201 - [c42]Bo Yan, Yiping Liu, Jiamou Liu, Yijin Cai, Hongyi Su, Hong Zheng:
From the Periphery to the Core: Information Brokerage in an Evolving Network. IJCAI 2018: 3912-3918 - [c41]Helen Jiahe Zhao, Jiamou Liu:
Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering. IJCNN 2018: 1-8 - [c40]Kexiu Song, Jiamou Liu, Bo Yan, Hongyi Su, Chunxiao Gao:
Improving Influence Maximization from Samples: An Empirical Analysis. MSN 2018: 97-102 - [c39]Jaron Mar, Jiamou Liu, Yanni Tang, Wu Chen, Tianyi Sun:
Evaluating and Analyzing Reliability over Decentralized and Complex Networks. PAKDD (3) 2018: 740-751 - [c38]Hui Wang, Yanni Tang, Jiamou Liu, Wu Chen:
A Search Optimization Method for Rule Learning in Board Games. PRICAI 2018: 174-181 - [c37]Yanni Tang, Jiamou Liu, Wu Chen, Zhuoxing Zhang:
Establishing Connections in a Social Network - Radial Versus Medial Centrality Indices. PRICAI (1) 2018: 1044-1057 - [c36]Lin Ni, Vicente González, Jiamou Liu, Anass Rahouti, Libo Zhang, Bun Por Taing:
An Agent-Based Approach to Simulate Post-earthquake Indoor Crowd Evacuation. PRIMA 2018: 568-575 - [i10]Bo Yan, Yiping Liu, Jiamou Liu, Yijin Cai, Hongyi Su, Hong Zheng:
From the Periphery to the Center: Information Brokerage in an Evolving Network. CoRR abs/1805.00751 (2018) - [i9]Helen Jiahe Zhao, Jiamou Liu:
Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering. CoRR abs/1810.12118 (2018) - 2017
- [c35]Jiamou Liu, Ziheng Wei:
Network, Popularity and Social Cohesion: A Game-Theoretic Approach. AAAI 2017: 600-606 - [c34]Zijian Zhang, Jiamou Liu, Ziheng Wei, Yingying Tao, Quan Bai:
From Secrete Admirer to Cyberstalker: A Measure of Online Interpersonal Surveillance. ASONAM 2017: 613-614 - [c33]Jiamou Liu, Luqi Li, Kyle Russell:
What Becomes of the Broken Hearted?: An Agent-Based Approach to Self-Evaluation, Interpersonal Loss, and Suicide Ideation. AAMAS 2017: 436-445 - [c32]Ziheng Wei, Sebastian Link, Jiamou Liu:
Contextual Keys. ER 2017: 266-279 - [c31]Yingying Tao, Quan Bai, Jiamou Liu, Hangxia Zhou:
Detecting abnormal attention in online social networks from local views. ICA 2017: 2-7 - [c30]Fang Yang, Hui Wang, Yanni Tang, Jiamou Liu, Wu Chen:
A consensus value approach for influence maximization in social networks. ICA 2017: 8-13 - [c29]Rixin Xu, Zijian Zhang, Jiamou Liu, Nathan Situ, Jun Ho Jin:
Facility Location Selection Using Community-Based Single Swap: A Case Study. MSN 2017: 55-69 - [c28]Zijian Zhang, Jiamou Liu:
Modeling anomalous attention over an online social network through read/post analytics. SPAC 2017: 146-151 - [c27]Bo Yan, Yang Chen, Jiamou Liu:
Dynamic Relationship Building: Exploitation Versus Exploration on a Social Network. WISE (1) 2017: 75-90 - [i8]Dietrich Kuske, Jiamou Liu, Anastasia Moskvina:
Infinite and Bi-infinite Words with Decidable Monadic Theories. CoRR abs/1712.03759 (2017) - 2016
- [j9]Alex Gavryushkin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu:
Dynamic Algorithms for Multimachine Interval Scheduling Through Analysis of Idle Intervals. Algorithmica 76(4): 1160-1180 (2016) - [j8]Jiamou Liu, Anastasia Moskvina:
Hierarchies, ties and power in organizational networks: model and analysis. Soc. Netw. Anal. Min. 6(1): 106:1-106:26 (2016) - [c26]Anastasia Moskvina, Jiamou Liu:
Togetherness: An algorithmic approach to network integration. ASONAM 2016: 223-230 - [c25]Anastasia Moskvina, Jiamou Liu:
Integrating Networks of Equipotent Nodes. CSoNet 2016: 39-50 - [c24]Ziheng Wei, Jiamou Liu:
Measuring Structural Resilience through a Carrier Network Model. DASC/PiCom/DataCom/CyberSciTech 2016: 184-189 - [c23]Anastasia Moskvina, Jiamou Liu:
How to Build Your Network? A Structural Analysis. IJCAI 2016: 2597-2603 - [c22]Jiamou Liu, Yingying Tao, Quan Bai:
Towards Exposing Cyberstalkers in Online Social Networks. PRICAI 2016: 763-770 - [c21]Bakhadyr Khoussainov, Jiamou Liu:
Decision Problems for Finite Automata over Infinite Algebraic Structures. CIAA 2016: 3-11 - [i7]Anastasia Moskvina, Jiamou Liu:
How to Build Your Network? A Structural Analysis. CoRR abs/1605.03644 (2016) - [i6]Jiamou Liu, Ziheng Wei:
Network, Popularity and Social Cohesion: A Game-Theoretic Approach. CoRR abs/1612.08351 (2016) - 2015
- [j7]Alexander Gavruskin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu:
Dynamic algorithms for monotonic interval scheduling problem. Theor. Comput. Sci. 562: 227-242 (2015) - [c20]Jiamou Liu, Anastasia Moskvina:
Hierarchies, Ties and Power in Organisational Networks: Model and Analysis. ASONAM 2015: 202-209 - [c19]Dietrich Kuske, Jiamou Liu, Anastasia Moskvina:
Infinite and Bi-infinite Words with Decidable Monadic Theories. CSL 2015: 472-486 - [c18]Jiamou Liu, Ziheng Wei:
A Game of Attribute Decomposition for Software Architecture Design. ICTAC 2015: 445-463 - [i5]Jiamou Liu, Ziheng Wei:
A Game of Attribute Decomposition for Software Architecture Design. CoRR abs/1508.02812 (2015) - 2014
- [c17]Jiamou Liu, Ziheng Wei:
Community Detection Based on Graph Dynamical Systems with Asynchronous Runs. CANDAR 2014: 463-469 - [c16]Alexander Gavruskin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu:
Dynamic Interval Scheduling for Multiple Machines. ISAAC 2014: 235-246 - [c15]Jiamou Liu, Ziheng Wei:
From a Local to a Global Perspective of Community Detection in Networks. PRICAI 2014: 1036-1049 - [i4]Jiamou Liu, Kostya Ross:
Dynamic Partial Sorting. CoRR abs/1402.2712 (2014) - [i3]Alex Gavryushkin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu:
Dynamic Algorithms for Interval Scheduling on a Single Machine. CoRR abs/1412.8005 (2014) - 2013
- [j6]Dietrich Kuske, Jiamou Liu, Markus Lohrey:
The isomorphism problem for ω-automatic trees. Ann. Pure Appl. Log. 164(1): 30-48 (2013) - [j5]Martin Huschenbett, Alexander Kartzow, Jiamou Liu, Markus Lohrey:
Tree-Automatic Well-Founded Trees. Log. Methods Comput. Sci. 9(2) (2013) - [c14]Alexander Gavruskin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu:
Dynamising Interval Scheduling: The Monotonic Case. IWOCA 2013: 178-191 - [c13]Martin Huschenbett, Jiamou Liu:
A Polychromatic Ramsey Theory for Ordinals. MFCS 2013: 559-570 - 2012
- [c12]Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu:
Solving infinite games on trees with back-edges. CATS 2012: 113-122 - [c11]Alexander Kartzow, Jiamou Liu, Markus Lohrey:
Tree-Automatic Well-Founded Trees. CiE 2012: 363-373 - [c10]Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu:
On State Complexity of Finite Word and Tree Languages. Developments in Language Theory 2012: 392-403 - [c9]Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu:
Finite Automata over Structures - (Extended Abstract). TAMC 2012: 373-384 - 2011
- [j4]Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu:
Efficient Algorithms for Games Played on Trees with Back-edges. Fundam. Informaticae 111(4): 391-412 (2011) - [j3]Jiamou Liu, Mia Minnes:
Deciding the isomorphism problem in classes of unary automatic structures. Theor. Comput. Sci. 412(18): 1705-1717 (2011) - [c8]Imran Khaliq, Bakhadyr Khoussainov, Jiamou Liu:
Extracting Winning Strategies in Update Games. CiE 2011: 142-151 - 2010
- [c7]Dietrich Kuske, Jiamou Liu, Markus Lohrey:
The Isomorphism Problem for omega-Automatic Trees. CSL 2010: 396-410 - [c6]Dietrich Kuske, Jiamou Liu, Markus Lohrey:
The Isomorphism Problem on Classes of Automatic Structures. LICS 2010: 160-169 - [i2]Dietrich Kuske, Jiamou Liu, Markus Lohrey:
The Isomorphism Problem On Classes of Automatic Structures. CoRR abs/1001.2086 (2010) - [i1]Dietrich Kuske, Jiamou Liu, Markus Lohrey:
The Isomorphism Problem for omega-Automatic Trees. CoRR abs/1004.0610 (2010)
2000 – 2009
- 2009
- [j2]Bakhadyr Khoussainov, Jiamou Liu:
On complexity of Ehrenfeucht-Fraïssé games. Ann. Pure Appl. Log. 161(3): 404-415 (2009) - [j1]Bakhadyr Khoussainov, Jiamou Liu, Mia Minnes:
Unary automatic graphs: an algorithmic perspective. Math. Struct. Comput. Sci. 19(1): 133-152 (2009) - [c5]Jiamou Liu, Mia Minnes:
Analysing Complexity in Classes of Unary Automatic Structures. LATA 2009: 518-529 - [c4]Bakhadyr Khoussainov, Jiamou Liu, Imran Khaliq:
A Dynamic Algorithm for Reachability Games Played on Trees. MFCS 2009: 477-488 - 2008
- [c3]Barbara F. Csima, Bakhadyr Khoussainov, Jiamou Liu:
Computable Categoricity of Graphs with Finite Components. CiE 2008: 139-148 - [c2]Bakhadyr Khoussainov, Jiamou Liu, Mia Minnes:
Unary Automatic Graphs: An Algorithmic Perspective. TAMC 2008: 542-553 - 2007
- [c1]Bakhadyr Khoussainov, Jiamou Liu:
On Complexity of Ehrenfeucht-Fraïssé Games. LFCS 2007: 293-309
Coauthor Index
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