Jiachen Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 74

Top Topics

Purchase Intention

Weakly Supervised

Text Generation

Top Venues

Publications

Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. CoRR (2024)
Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. ACL (1) (2024)
Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai
FedTrans: Efficient Federated Learning via Multi-Model Transformation. CoRR (2024)
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)
Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. ICRA (2024)
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) (2024)
Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang
3D-Aware Talking-Head Video Motion Transfer. WACV (2024)
Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li
InstructEval: Instruction-Tuned Text Evaluator from Human Preference. ACL (Findings) (2024)
Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai
FedTrans: Efficient Federated Learning via Multi-Model Transformation. MLSys (2024)
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 (2024)
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 (2024)
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 (2024)
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)
Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon Xiaolei Huang
3D-Aware Talking-Head Video Motion Transfer. CoRR (2023)
Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. ACL (1) (2023)
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 (2023)
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 (2023)
Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. CoRR (2023)
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 (2023)
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)
Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury
Venn: Resource Management Across Federated Learning Jobs. CoRR (2023)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC (2023)
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)
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 (2022)
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)
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)
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)
Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lv
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. CoRR (2022)
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 (2022)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR (2022)
Jiachen Liu, Baolei Zhang
Study on Landscape Ecological Risk and Its Response to Human Activities in the Lower Yellow River Region, China. Geoinformatics (2022)
Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CoRR (2022)
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)
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 (2022)
Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. CoRR (2022)
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 (2022)
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 (2022)
Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CVPR (2022)
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)
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)
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)
Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. CoRR (2022)
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 (2022)
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 (2021)
Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. EMNLP (1) (2021)
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 (2021)
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 (2021)
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)
Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury
Fluid: Resource-aware Hyperparameter Tuning Engine. MLSys (2021)
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) (2021)
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 (2021)
Qian Wang, Jiachen Liu, Yiwen Yang
Weakly Supervised Object Detection for Auroral Vortex Structure in All-sky Image. AIPR (2021)
Bing Li, Jiachen Liu
Analysis of Influencing Factors of Online Live Shopping on Consumer's Purchase Intention∗. ICEME (2021)
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)
Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. CoRR (2021)
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)
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 (2020)
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 (2020)
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 (2020)
Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du
Leveraging Graph to Improve Abstractive Multi-Document Summarization. CoRR (2020)
Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du
Leveraging Graph to Improve Abstractive Multi-Document Summarization. ACL (2020)
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)
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 (2020)
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 (2019)
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)
Jiachen Liu, Junhui Gao
FCCA: A New Method of Constructing Causality Network Based on Graph Structure Information and Conditional Causality Test. ICVISP (2019)
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)
Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. CoRR (2018)
Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. ACL (1) (2018)
Jiachen Liu, Fabrice Labeau
From Wired to Wireless: Challenges of False Data Injection Attacks Against Smart Grid Sensor Networks. CCECE (2018)
Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan
Modular ensembles for one-class classification based on density analysis. Neurocomputing 171 (2016)
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) (2016)
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) (2016)
Jiachen Liu, Qiguang Miao, Yanan Sun, Jianfeng Song, Yi-Ning Quan
Fast structural ensemble for One-Class Classification. Pattern Recognit. Lett. 80 (2016)
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) (2015)
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) (2015)
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)
Jiachen Liu, Jianfeng Song, Qiguang Miao, Ying Cao
FENOC: An Ensemble One-Class Learning Framework for Malware Detection. CIS (2013)
Ying Cao, Qiguang Miao, Jiachen Liu, Lin Gao
Abstracting minimal security-relevant behaviors for malware analysis. J. Comput. Virol. Hacking Tech. 9 (4) (2013)
Ying Cao, Jiachen Liu, Qiguang Miao, Weisheng Li
Osiris: A Malware Behavior Capturing System Implemented at Virtual Machine Monitor Layer. CIS (2012)
Mohsen A. Jafari, Jiachen Liu, Davood Golmohammadi
Network flow formulation of optimal perimeter sensory coverage problem. Eur. J. Oper. Res. 197 (1) (2009)