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2020 – today
- 2022
[j14]Ke Yang, Yuede Yang, Youzeng Hao, Jiliang Wu, Yongtao Huang, Jiachen Liu, Jinlong Xiao, Yongzhen Huang:
Global modes and coupled modes for integrated twin circular-side octagon microlasers. Sci. China Inf. Sci. 65(2) (2022)- [c18]Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang:
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. ACL (1) 2022: 2288-2305 - [c17]Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu:
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. ACL (Findings) 2022: 2552-2566 - [c16]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. ACL (Findings) 2022: 3187-3201 - [i13]Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu:
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods. CoRR abs/2203.05227 (2022) - [i12]Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu:
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. CoRR abs/2203.09052 (2022) - [i11]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. CoRR abs/2203.09067 (2022) - [i10]Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang:
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. CoRR abs/2203.09100 (2022) - [i9]Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu:
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CoRR abs/2203.12082 (2022) - 2021
- [j13]Kequan Li
, Yan Chen, Jiachen Liu, Lin Zhang, Xiangwei Mu:
Online Food Delivery Platforms and Restaurants' Interactions in the Context of the Ban on Using Single-Use Plastics. IEEE Access 9: 96210-96220 (2021) - [j12]Siqi Zhou, Yufeng Bi, Xu Wei, Jiachen Liu, Zixin Ye, Feng Li, Yuchuan Du:
Automated detection and classification of spilled loads on freeways based on improved YOLO network. Mach. Vis. Appl. 32(2): 44 (2021) - [j11]Jiachen Liu, Fabrice Labeau:
Detection of False Data Injection Attacks in Industrial Wireless Sensor Networks Exploiting Network Numerical Sparsity. IEEE Trans. Signal Inf. Process. over Networks 7: 676-688 (2021) - [c15]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. ACL/IJCNLP (1) 2021: 2592-2607 - [c14]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang:
BASS: Boosting Abstractive Summarization with Unified Semantic Graph. ACL/IJCNLP (1) 2021: 6052-6067 - [c13]Qian Wang, Jiachen Liu, Yiwen Yang:
Weakly Supervised Object Detection for Auroral Vortex Structure in All-sky Image. AIPR 2021: 42-49 - [c12]Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang:
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. EMNLP (1) 2021: 4063-4074 - [c11]Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury:
Fluid: Resource-aware Hyperparameter Tuning Engine. MLSys 2021 - [i8]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang:
BASS: Boosting Abstractive Summarization with Unified Semantic Graph. CoRR abs/2105.12041 (2021) - [i7]Zhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu:
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward. CoRR abs/2109.06717 (2021) - [i6]Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang:
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. CoRR abs/2110.12645 (2021) - 2020
- [j10]Ya-Qiong Duan, Xiao-Yang Fan, Jiachen Liu, Quan-Hua Hou:
Operating Efficiency-Based Data Mining on Intensive Land Use in Smart City. IEEE Access 8: 17253-17262 (2020) - [j9]Quanhua Hou, Yaotian Xing, Di Wang, Jiachen Liu, Xiao-Yang Fan, Ya-Qiong Duan:
Study on coupling degree of rail transit capacity and land use based on multivariate data from cloud platform. J. Cloud Comput. 9: 4 (2020) - [c10]Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du:
Leveraging Graph to Improve Abstractive Multi-Document Summarization. ACL 2020: 6232-6243 - [c9]Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu:
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. ACL 2020: 7135-7144 - [i5]Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu:
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. CoRR abs/2005.02049 (2020) - [i4]Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du:
Leveraging Graph to Improve Abstractive Multi-Document Summarization. CoRR abs/2005.10043 (2020) - [i3]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. CoRR abs/2012.15409 (2020)
2010 – 2019
- 2019
- [c8]Jiachen Liu, Junhui Gao:
FCCA: A New Method of Constructing Causality Network Based on Graph Structure Information and Conditional Causality Test. ICVISP 2019: 69:1-69:5 - [c7]Hongming Zhang, Fangjuan Cheng, Bo Xu, Feng Chen, Jiachen Liu, Wei Wu:
RevCuT Tree Search Method in Complex Single-player Game with Continuous Search Space. IJCNN 2019: 1-8 - [i2]Hengkai Guo, Wenji Wang, Guanjun Guo, Huaxia Li, Jiachen Liu, Qian He, Xuefeng Xiao:
An Empirical Study of Propagation-based Methods for Video Object Segmentation. CoRR abs/1907.12769 (2019) - 2018
- [c6]Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu:
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. ACL (1) 2018: 1715-1724 - [c5]Jiachen Liu, Fabrice Labeau:
From Wired to Wireless: Challenges of False Data Injection Attacks Against Smart Grid Sensor Networks. CCECE 2018: 1-6 - [c4]Wuyungerile Li, Jiachen Liu, Bing Jia:
The Current Situation of Information Security and Prevention General Course in Universities and a Teaching Approach Based on Students Structure. eLEOT 2018: 353-360 - [i1]Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu:
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. CoRR abs/1805.06145 (2018) - 2016
- [j8]Qiguang Miao, Jiachen Liu, Ying Cao, Jianfeng Song:
Malware detection using bilayer behavior abstraction and improved one-class support vector machines. Int. J. Inf. Sec. 15(4): 361-379 (2016) - [j7]Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan:
Modular ensembles for one-class classification based on density analysis. Neurocomputing 171: 262-276 (2016) - [j6]Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan:
Fast structural ensemble for One-Class Classification. Pattern Recognit. Lett. 80: 179-187 (2016) - [j5]Qiguang Miao, Ying Cao, Ge Xia, Maoguo Gong, Jiachen Liu, Jianfeng Song:
RBoost: Label Noise-Robust Boosting Algorithm Based on a Nonconvex Loss Function and the Numerically Stable Base Learners. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2216-2228 (2016) - 2015
- [j4]Jiachen Liu, Jianfeng Song, Qiguang Miao, Ying Cao, Yi-Ning Quan:
An Ensemble Cost-Sensitive One-Class Learning Framework for Malware Detection. Int. J. Pattern Recognit. Artif. Intell. 29(5): 1550018:1-1550018:27 (2015) - [j3]Qiguang Miao, Ying Cao, Jianfeng Song, Jiachen Liu, Yi-Ning Quan:
BoostFS: A Boosting-Based Irrelevant Feature Selection Algorithm. Int. J. Pattern Recognit. Artif. Intell. 29(7): 1551011:1-1551011:18 (2015) - [c3]Jiachen Liu, Hung-Yi Cheng, Ching-Chun Liao, An-Yeu Andy Wu:
Scalable compressive sensing-based multi-user detection scheme for Internet-of-Things applications. SiPS 2015: 1-6 - 2013
- [j2]Ying Cao, Qiguang Miao, Jiachen Liu, Lin Gao:
Abstracting minimal security-relevant behaviors for malware analysis. J. Comput. Virol. Hacking Tech. 9(4): 193-204 (2013) - [c2]Jiachen Liu, Jianfeng Song, Qiguang Miao, Ying Cao:
FENOC: An Ensemble One-Class Learning Framework for Malware Detection. CIS 2013: 523-527 - 2012
- [c1]Ying Cao, Jiachen Liu, Qiguang Miao, Weisheng Li:
Osiris: A Malware Behavior Capturing System Implemented at Virtual Machine Monitor Layer. CIS 2012: 534-538
2000 – 2009
- 2009
- [j1]Mohsen A. Jafari, Jiachen Liu, Davood Golmohammadi:
Network flow formulation of optimal perimeter sensory coverage problem. Eur. J. Oper. Res. 197(1): 77-83 (2009)
Coauthor Index
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