Jiachen Liu

According to our database, Jiachen Liu authored at least 69 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Weakly Supervised Vortex Detection for Studying Correlation Between Multiscale Auroral Events.

Qian Wang, Jinming Shi, Jiachen Liu, JiuLun Fan

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Hybrid transformer convolutional neural network-based radiomics models for osteoporosis screening in routine CT.

Jiachen Liu, Huan Wang, Xiuqi Shan, Lei Zhang, Shaoqian Cui, Zelin Shi, Yunpeng Liu, Yingdi Zhang, Lanbo Wang

BMC Medical Imaging, December, 2024

Efficient Large Language Models: A Survey.

Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

Trans. Mach. Learn. Res., 2024

MonoPlane: Exploiting Monocular Geometric Cues for Generalizable 3D Plane Reconstruction.

Wang Zhao, Jiachen Liu, Sheng Zhang, Yishu Li, Sili Chen, Sharon X. Huang, Yong-Jin Liu, Hengkai Guo

CoRR, 2024

HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion.

Yu Zeng, Yang Zhang, Jiachen Liu, Linlin Shen, Kaijun Deng, Weizhao He, Jinbao Wang

CoRR, 2024

ComplexCodeEval: A Benchmark for Evaluating Large Code Models on More Complex Code.

Jia Feng, Jiachen Liu, Cuiyun Gao, Chun Yong Chong, Chaozheng Wang, Shan Gao, Xin Xia

CoRR, 2024

Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services.

Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury

CoRR, 2024

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion.

Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao

CoRR, 2024

LumVertCancNet: A novel 3D lumbar vertebral body cancellous bone location and segmentation method based on hybrid Swin-transformer.

Yingdi Zhang, Zelin Shi, Huan Wang, Shaoqian Cui, Lei Zhang, Jiachen Liu, Xiuqi Shan, Yunpeng Liu, Lei Fang

Comput. Biol. Medicine, 2024

3D-Aware Talking-Head Video Motion Transfer.

Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

FedTrans: Efficient Federated Learning via Multi-Model Transformation.

Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

VolumeNeRF: CT Volume Reconstruction from a Single Projection View.

Jiachen Liu, Xiangzhi Bai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model.

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

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation.

Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

The USTC-Nercslip Systems for the ICMC-ASR Challenge.

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training.

Wenbo Li, Guohao Li, Zhibin Lan, Xue Xu, Wanru Zhuang, Jiachen Liu, Xinyan Xiao, Jinsong Su

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

InstructEval: Instruction-Tuned Text Evaluator from Human Preference.

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li

Proceedings of the Findings of the Association for Computational Linguistics, 2024

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion.

Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward.

Zhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu

IEEE ACM Trans. Audio Speech Lang. Process., 2023

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning.

Zhibin Lan, Wei Li, Jinsong Su, Xinyan Xiao, Jiachen Liu, Wenhao Wu, Yajuan Lyu

J. Artif. Intell. Res., 2023

Venn: Resource Management Across Federated Learning Jobs.

Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury

CoRR, 2023

Automatic Segmentation of Lumbar Vertebra Anatomical Region Based on Hybrid Swin-Transformer Network.

Yingdi Zhang, Zelin Shi, Huan Wang, Shaoqian Cui, Lei Zhang, Lanbo Wang, Jiachen Liu, Xiuqi Shan, Yunpeng Liu, Shuhang Wu, Jinmiao Zhao

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Auxo: Efficient Federated Learning via Scalable Client Clustering.

Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning.

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning.

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lv

CoRR, 2022

Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering.

Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury

CoRR, 2022

UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance.

Wei Li, Xue Xu, Xinyan Xiao, Jiachen Liu, Hu Yang, Guohao Li, Zhanpeng Wang, Zhifan Feng, Qiaoqiao She, Yajuan Lyu, Hua Wu

CoRR, 2022

Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods.

Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu

CoRR, 2022

Global modes and coupled modes for integrated twin circular-side octagon microlasers.

Ke Yang, Yuede Yang, Youzeng Hao, Jiliang Wu, Yongtao Huang, Jiachen Liu, Jinlong Xiao, Yongzhen Huang

Sci. China Inf. Sci., 2022

FedScale: Benchmarking Model and System Performance of Federated Learning at Scale.

Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the International Conference on Machine Learning, 2022

Study on Landscape Ecological Risk and Its Response to Human Activities in the Lower Yellow River Region, China.

Jiachen Liu, Baolei Zhang

Proceedings of the 29th International Conference on Geoinformatics, 2022

Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation.

Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness.

Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement.

Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang

Proceedings of the Computer Vision - ECCV 2022, 2022

PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo.

Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning.

Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training.

Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation.

Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Detection of False Data Injection Attacks in Industrial Wireless Sensor Networks Exploiting Network Numerical Sparsity.

Jiachen Liu, Fabrice Labeau

IEEE Trans. Signal Inf. Process. over Networks, 2021

Automated detection and classification of spilled loads on freeways based on improved YOLO network.

Siqi Zhou, Yufeng Bi, Xu Wei, Jiachen Liu, Zixin Ye, Feng Li, Yuchuan Du

Mach. Vis. Appl., 2021

Online Food Delivery Platforms and Restaurants' Interactions in the Context of the Ban on Using Single-Use Plastics.

Kequan Li, Yan Chen, Jiachen Liu, Lin Zhang, Xiangwei Mu

IEEE Access, 2021

Fluid: Resource-aware Hyperparameter Tuning Engine.

Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Sensor for In-situ Detection of Bacteria in Urinary Tract Infection.

Wei Yi, Jiachen Liu, Zhongyang Cheng, Tung-Shi Huang, Kenny V. Brock

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

Analysis of Influencing Factors of Online Live Shopping on Consumer's Purchase Intention∗.

Bing Li, Jiachen Liu

Proceedings of the ICEME 2021: The 12th International Conference on E-business, Management and Economics, Beijing, China, July 17, 2021

SgSum: Transforming Multi-document Summarization into Sub-graph Selection.

Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Weakly Supervised Object Detection for Auroral Vortex Structure in All-sky Image.

Qian Wang, Jiachen Liu, Yiwen Yang

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

BASS: Boosting Abstractive Summarization with Unified Semantic Graph.

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning.

Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Study on coupling degree of rail transit capacity and land use based on multivariate data from cloud platform.

Quanhua Hou, Yaotian Xing, Di Wang, Jiachen Liu, Xiao-Yang Fan, Ya-Qiong Duan

J. Cloud Comput., 2020

Operating Efficiency-Based Data Mining on Intensive Land Use in Smart City.

Ya-Qiong Duan, Xiao-Yang Fan, Jiachen Liu, Quanhua Hou

IEEE Access, 2020

Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer.

Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Leveraging Graph to Improve Abstractive Multi-Document Summarization.

Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

An Empirical Study of Propagation-based Methods for Video Object Segmentation.

Hengkai Guo, Wenji Wang, Guanjun Guo, Huaxia Li, Jiachen Liu, Qian He, Xuefeng Xiao

CoRR, 2019

RevCuT Tree Search Method in Complex Single-player Game with Continuous Search Space.

Hongming Zhang, Fangjuan Cheng, Bo Xu, Feng Chen, Jiachen Liu, Wei Wu

Proceedings of the International Joint Conference on Neural Networks, 2019

FCCA: A New Method of Constructing Causality Network Based on Graph Structure Information and Conditional Causality Test.

Jiachen Liu, Junhui Gao

Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

2018

The Current Situation of Information Security and Prevention General Course in Universities and a Teaching Approach Based on Students Structure.

Wuyungerile Li, Jiachen Liu, Bing Jia

Proceedings of the e-Learning, e-Education, and Online Training, 2018

From Wired to Wireless: Challenges of False Data Injection Attacks Against Smart Grid Sensor Networks.

Jiachen Liu, Fabrice Labeau

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension.

Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

RBoost: Label Noise-Robust Boosting Algorithm Based on a Nonconvex Loss Function and the Numerically Stable Base Learners.

Qiguang Miao, Ying Cao, Ge Xia, Maoguo Gong, Jiachen Liu, Jianfeng Song

IEEE Trans. Neural Networks Learn. Syst., 2016

Fast structural ensemble for One-Class Classification.

Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan

Pattern Recognit. Lett., 2016

Modular ensembles for one-class classification based on density analysis.

Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan

Neurocomputing, 2016

Malware detection using bilayer behavior abstraction and improved one-class support vector machines.

Qiguang Miao, Jiachen Liu, Ying Cao, Jianfeng Song

Int. J. Inf. Sec., 2016

2015

BoostFS: A Boosting-Based Irrelevant Feature Selection Algorithm.

Qiguang Miao, Ying Cao, Jianfeng Song, Jiachen Liu, Yi-Ning Quan

Int. J. Pattern Recognit. Artif. Intell., 2015

An Ensemble Cost-Sensitive One-Class Learning Framework for Malware Detection.

Jiachen Liu, Jianfeng Song, Qiguang Miao, Ying Cao, Yi-Ning Quan

Int. J. Pattern Recognit. Artif. Intell., 2015

Scalable compressive sensing-based multi-user detection scheme for Internet-of-Things applications.

Jiachen Liu, Hung-Yi Cheng, Ching-Chun Liao, An-Yeu Andy Wu

Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

2013

Abstracting minimal security-relevant behaviors for malware analysis.

Ying Cao, Qiguang Miao, Jiachen Liu, Lin Gao

J. Comput. Virol. Hacking Tech., 2013

FENOC: An Ensemble One-Class Learning Framework for Malware Detection.

Jiachen Liu, Jianfeng Song, Qiguang Miao, Ying Cao

Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

2012

Osiris: A Malware Behavior Capturing System Implemented at Virtual Machine Monitor Layer.

Ying Cao, Jiachen Liu, Qiguang Miao, Weisheng Li

Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

2009

Network flow formulation of optimal perimeter sensory coverage problem.

Mohsen A. Jafari, Jiachen Liu, Davood Golmohammadi

Eur. J. Oper. Res., 2009