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ORCIDJiachen Liu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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Journal Articles
- 2024
[j19]Jiachen Liu, Huan Wang, Xiuqi Shan, Lei Zhang, Shaoqian Cui, Zelin Shi, Yunpeng Liu, Yingdi Zhang, Lanbo Wang:
Hybrid transformer convolutional neural network-based radiomics models for osteoporosis screening in routine CT. BMC Medical Imaging 24(1): 62 (2024)- [j18]Yingdi Zhang
, Zelin Shi, Huan Wang, Shaoqian Cui, Lei Zhang, Jiachen Liu, Xiuqi Shan, Yunpeng Liu, Lei Fang:
LumVertCancNet: A novel 3D lumbar vertebral body cancellous bone location and segmentation method based on hybrid Swin-transformer. Comput. Biol. Medicine 171: 108237 (2024) - [j17]Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang:
Efficient Large Language Models: A Survey. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j16]Zhibin Lan, Wei Li, Jinsong Su, Xinyan Xiao, Jiachen Liu, Wenhao Wu, Yajuan Lyu:
FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. J. Artif. Intell. Res. 76: 1281-1303 (2023) - [j15]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. IEEE ACM Trans. Audio Speech Lang. Process. 31: 188-199 (2023) - 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) - 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) - 2020
- [j10]Ya-Qiong Duan, Xiao-Yang Fan, Jiachen Liu, Quanhua 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 2024
- [c37]Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao:
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. ACL (1) 2024: 6173-6188 - [c36]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li:
InstructEval: Instruction-Tuned Text Evaluator from Human Preference. ACL (Findings) 2024: 13462-13474 - [c35]Minghui Wu, Luzhen Xu, Jie Zhang, Haitao Tang, Yanyan Yue, Ruizhi Liao, Jintao Zhao, Zhengzhe Zhang, Yichi Wang, Haoyin Yan, Hongliang Yu, Tongle Ma, Jiachen Liu, Chongliang Wu, Yongchao Li, Yanyong Zhang, Xin Fang, Yue Zhang:
The USTC-Nercslip Systems for the ICMC-ASR Challenge. ICASSP Workshops 2024: 3-4 - [c34]Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang:
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. ICRA 2024: 16826-16833 - [c33]Peng Di, Jianguo Li, Hang Yu, Wei Jiang, Wenting Cai, Yang Cao, Chaoyu Chen, Dajun Chen, Hongwei Chen, Liang Chen, Gang Fan, Jie Gong, Zi Gong, Wen Hu, Tingting Guo, Zhichao Lei, Ting Li, Zheng Li, Ming Liang, Cong Liao, Bingchang Liu, Jiachen Liu, Zhiwei Liu, Shaojun Lu, Min Shen, Guangpei Wang, Huan Wang, Zhi Wang, Zhaogui Xu, Jiawei Yang, Qing Ye, Gehao Zhang, Yu Zhang, Zelin Zhao, Xunjin Zheng, Hailian Zhou, Lifu Zhu, Xianying Zhu:
CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model. ICSE-SEIP 2024: 418-429 - [c32]Jiachen Liu, Xiangzhi Bai:
VolumeNeRF: CT Volume Reconstruction from a Single Projection View. MICCAI (7) 2024: 743-753 - [c31]Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai:
FedTrans: Efficient Federated Learning via Multi-Model Transformation. MLSys 2024 - [c30]Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang:
3D-Aware Talking-Head Video Motion Transfer. WACV 2024: 4942-4952 - 2023
- [c29]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu:
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. ACL (1) 2023: 307-321 - [c28]Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury:
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC 2023: 125-141 - [c27]Yingdi Zhang, Zelin Shi, Huan Wang, Shaoqian Cui, Lei Zhang, Lanbo Wang, Jiachen Liu, Xiuqi Shan, Yunpeng Liu, Shuhang Wu, Jinmiao Zhao:
Automatic Segmentation of Lumbar Vertebra Anatomical Region Based on Hybrid Swin-Transformer Network. ISBI 2023: 1-5 - 2022
- [c26]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 - [c25]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 - [c24]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 - [c23]Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu:
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CVPR 2022: 8655-8665 - [c22]Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang:
End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement. ECCV (15) 2022: 547-562 - [c21]Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu:
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. EMNLP (Findings) 2022: 3640-3654 - [c20]Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu:
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. EMNLP 2022: 7160-7176 - [c19]Jiachen Liu, Baolei Zhang:
Study on Landscape Ecological Risk and Its Response to Human Activities in the Lower Yellow River Region, China. Geoinformatics 2022: 1-6 - [c18]Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. ICML 2022: 11814-11827 - 2021
- [c17]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 - [c16]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 - [c15]Qian Wang, Jiachen Liu, Yiwen Yang:
Weakly Supervised Object Detection for Auroral Vortex Structure in All-sky Image. AIPR 2021: 42-49 - [c14]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 - [c13]Bing Li, Jiachen Liu:
Analysis of Influencing Factors of Online Live Shopping on Consumer's Purchase Intention∗. ICEME 2021: 43-53 - [c12]Wei Yi, Jiachen Liu, Zhongyang Cheng, Tung-Shi Huang, Kenny V. Brock:
Sensor for In-situ Detection of Bacteria in Urinary Tract Infection. IEEE SENSORS 2021: 1-4 - [c11]Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury:
Fluid: Resource-aware Hyperparameter Tuning Engine. MLSys 2021 - 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 - 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 - 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 - 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
- [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
Informal and Other Publications
- 2024
- [i29]Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao:
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. CoRR abs/2401.13388 (2024) - [i28]Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai:
FedTrans: Efficient Federated Learning via Multi-Model Transformation. CoRR abs/2404.13515 (2024) - [i27]Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury:
Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services. CoRR abs/2404.16283 (2024) - [i26]Minghui Wu, Luzhen Xu, Jie Zhang, Haitao Tang, Yanyan Yue, Ruizhi Liao, Jintao Zhao, Zhengzhe Zhang, Yichi Wang, Haoyin Yan, Hongliang Yu, Tongle Ma, Jiachen Liu, Chongliang Wu, Yongchao Li, Yanyong Zhang, Xin Fang, Yue Zhang:
The USTC-NERCSLIP Systems for The ICMC-ASR Challenge. CoRR abs/2407.02052 (2024) - [i25]Jia Feng, Jiachen Liu, Cuiyun Gao, Chun Yong Chong, Chaozheng Wang, Shan Gao, Xin Xia:
ComplexCodeEval: A Benchmark for Evaluating Large Code Models on More Complex Code. CoRR abs/2409.10280 (2024) - 2023
- [i24]Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang:
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. CoRR abs/2309.13240 (2023) - [i23]Peng Di, Jianguo Li, Hang Yu, Wei Jiang, Wenting Cai, Yang Cao, Chaoyu Chen, Dajun Chen, Hongwei Chen, Liang Chen, Gang Fan, Jie Gong, Zi Gong, Wen Hu, Tingting Guo, Zhichao Lei, Ting Li, Zheng Li, Ming Liang, Cong Liao, Bingchang Liu, Jiachen Liu, Zhiwei Liu, Shaojun Lu, Min Shen, Guangpei Wang, Huan Wang, Zhi Wang, Zhaogui Xu, Jiawei Yang, Qing Ye, Gehao Zhang, Yu Zhang, Zelin Zhao, Xunjin Zheng, Hailian Zhou, Lifu Zhu, Xianying Zhu:
CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model. CoRR abs/2310.06266 (2023) - [i22]Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon Xiaolei Huang:
3D-Aware Talking-Head Video Motion Transfer. CoRR abs/2311.02549 (2023) - [i21]Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang:
Efficient Large Language Models: A Survey. CoRR abs/2312.03863 (2023) - [i20]Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury:
Venn: Resource Management Across Federated Learning Jobs. CoRR abs/2312.08298 (2023) - 2022
- [i19]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) - [i18]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) - [i17]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) - [i16]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) - [i15]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) - [i14]Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang:
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement. CoRR abs/2207.13268 (2022) - [i13]Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu:
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. CoRR abs/2210.12367 (2022) - [i12]Wei Li, Xue Xu, Xinyan Xiao, Jiachen Liu, Hu Yang, Guohao Li, Zhanpeng Wang, Zhifan Feng, Qiaoqiao She, Yajuan Lyu, Hua Wu:
UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance. CoRR abs/2210.16031 (2022) - [i11]Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury:
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR abs/2210.16656 (2022) - [i10]Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu:
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. CoRR abs/2211.00294 (2022) - [i9]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lv:
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. CoRR abs/2212.10057 (2022) - 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
- [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) - 2019
- [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
- [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)
Coauthor Index
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