Mengchen Liu - RankMe

99 papers A* 17B 2C 1Journal 70Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HyCTAS: Multi-objective hybrid convolution-transformer architecture search for real-time image segmentation. Neurocomputing Hongyuan Yu, Cheng Wan, Xiyang Dai, Mengchen Liu, Dongdong Chen, Bin Xiao, Yan Huang, Yuan Lu, Liang Wang
2026	J	`jnl`	Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models. CoRR Siyan Zhao, Zhihui Xie, Mengchen Liu, Jing Huang, Guan Pang, Feiyu Chen, Aditya Grover
2025	J	`jnl`	Benchmarking Large and Small MLLMs. CoRR Xuelu Feng, Yunsheng Li, Dongdong Chen, Mei Gao, Mengchen Liu, Junsong Yuan, Chunming Qiao
2025	J	`jnl`	Benchmarking large and small MLLMs. Mach. Vis. Appl. Xuelu Feng, Yunsheng Li, Dongdong Chen, Mei Gao, Mengchen Liu, Junsong Yuan, Chunming Qiao
2025	A*	`conf`	Exploring Invariance in Images through One-way Wave Equations. ICML Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Yinan Feng, Youzuo Lin, Lu Yuan, Zicheng Liu
2025	J	`jnl`	In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding. CoRR Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu, Alexander Jacobson, Lu Yuan, Leonid Sigal
2025	J	`jnl`	InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts. CoRR Minzhi Lin, Tianchi Xie, Mengchen Liu, Yilin Ye, Changjian Chen, Shixia Liu
2025	J	`jnl`	Inpainting-Guided Policy Optimization for Diffusion Large Language Models. CoRR Siyan Zhao, Mengchen Liu, Jing Huang, Miao Liu, Chenyu Wang, Bo Liu, Yuandong Tian, Guan Pang, Sean Bell, Aditya Grover, Feiyu Chen
2025	J	`jnl`	Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. CoRR Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Jun-Kun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina Lee, Jinyu Li, Yunsheng Li, Chen Liang, Xihui Lin, Zeqi Lin, Mengchen Liu, Yang Liu, Gilsinia Lopez, Chong Luo, Piyush Madan, Vadim Mazalov, Arindam Mitra, Ali Mousavi, Anh Nguyen, Jing Pan, Daniel Perez-Becker, Jacob Platin, Thomas Portet, Kai Qiu, Bo Ren, Liliang Ren, Sambuddha Roy, Ning Shang, Yelong Shen, Saksham Singhal, Subhojit Som, Xia Song, Tetyana Sych, Praneetha Vaddamanu, Shuohang Wang, Yiming Wang, Zhenghao Wang, Haibin Wu, Haoran Xu, Weijian Xu, Yifan Yang, Ziyi Yang, Donghan Yu, Ishmam Zabir, Jianwen Zhang, Li Lyna Zhang, Yunan Zhang, Xiren Zhou
2025	J	`jnl`	ReorderBench: A Benchmark for Matrix Reordering. IEEE Trans. Vis. Comput. Graph. Jiangning Zhu, Zheng Wang, Zhiyang Shen, Lai Wei, Fengyuan Tian, Mengchen Liu, Shixia Liu
2024	J	`jnl`	Foundation models meet visualizations: Challenges and opportunities. Comput. Vis. Media Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2024	—	`conf`	Fully Authentic Visual Question Answering Dataset from Online Communities. ECCV (48) Chongyan Chen, Mengchen Liu, Noel Codella, Yunsheng Li, Lu Yuan, Danna Gurari
2024	J	`jnl`	MTD-YOLO: Multi-task deep convolutional neural network for cherry tomato fruit bunch maturity detection. Comput. Electron. Agric. Wenbai Chen, Mengchen Liu, Chunjiang Zhao, Xingxu Li, Yiqun Wang
2024	J	`jnl`	On Pre-training of Multimodal Language Models Customized for Chart Understanding. CoRR Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu, Lu Yuan, Leonid Sigal
2024	J	`jnl`	Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search. CoRR Hongyuan Yu, Cheng Wan, Mengchen Liu, Dongdong Chen, Bin Xiao, Xiyang Dai
2024	J	`jnl`	ReorderBench: A Benchmark for Matrix Reordering. CoRR Jiangning Zhu, Zheng Wang, Zhiyang Shen, Lai Wei, Fengyuan Tian, Mengchen Liu, Shixia Liu
2024	J	`jnl`	SynChart: Synthesizing Charts from Language Models. CoRR Mengchen Liu, Qixiu Li, Dongdong Chen, Dong Chen, Jianmin Bao, Yunsheng Li
2024	J	`jnl`	ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities. CoRR Zhenchao Jin, Mengchen Liu, Dongdong Chen, Lingting Zhu, Yunsheng Li, Lequan Yu
2024	J	`jnl`	Y-HRNet: Research on multi-category cherry tomato instance segmentation model based on improved YOLOv7 and HRNet fusion. Comput. Electron. Agric. Mengchen Liu, Wenbai Chen, Jiajing Cheng, Yiqun Wang, Chunjiang Zhao
2023	J	`jnl`	An Evaluation of GPT-4V and Gemini in Online VQA. CoRR Mengchen Liu, Chongyan Chen
2023	A*	`conf`	Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding. CVPR Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
2023	J	`jnl`	Foundation Models Meet Visualizations: Challenges and Opportunities. CoRR Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2023	J	`jnl`	Fully Authentic Visual Question Answering Dataset from Online Communities. CoRR Chongyan Chen, Mengchen Liu, Noel Codella, Yunsheng Li, Lu Yuan, Danna Gurari
2023	J	`jnl`	Image is First-order Norm+Linear Autoregressive. CoRR Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
2023	A*	`conf`	Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations. ICLR Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
2023	J	`jnl`	Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations. CoRR Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
2023	A*	`conf`	Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection. NeurIPS Lingchen Meng, Xiyang Dai, Jianwei Yang, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Yi-ling Chen, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
2023	J	`jnl`	Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection. CoRR Lingchen Meng, Xiyang Dai, Jianwei Yang, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Yi-ling Chen, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
2023	A*	`conf`	Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning. CVPR Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang
2023	—	`conf`	Multi-task Tomato Fruit and Bunch Maturity Detection Approach Based on Improved YOLOv7. CCIS Mengchen Liu, Yiqun Wang, Xingxu Li, Wei Han, Wenbai Chen
2023	J	`jnl`	On the Hidden Waves of Image. CoRR Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
2023	A*	`conf`	TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. ICCV Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Stephen Chen, Xinggang Wang, Hongyang Chao, Han Hu
2023	J	`jnl`	TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. CoRR Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Chen, Xinggang Wang, Hongyang Chao, Han Hu
2023	J	`jnl`	Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. IEEE Trans. Vis. Comput. Graph. Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
2022	A*	`conf`	BEVT: BERT Pretraining of Video Transformers. CVPR Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
2022	J	`jnl`	Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding. CoRR Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
2022	J	`jnl`	Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning. CoRR Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang
2022	A*	`conf`	MiniViT: Compressing Vision Transformers with Weight Multiplexing. CVPR Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022	J	`jnl`	MiniViT: Compressing Vision Transformers with Weight Multiplexing. CoRR Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022	A*	`conf`	Mobile-Former: Bridging MobileNet and Transformer. CVPR Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu
2022	A*	`conf`	Reduce Information Loss in Transformers for Pluralistic Image Inpainting. CVPR Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu
2022	J	`jnl`	Reduce Information Loss in Transformers for Pluralistic Image Inpainting. CoRR Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu
2022	J	`jnl`	Residual Mixture of Experts. CoRR Lemeng Wu, Mengchen Liu, Yinpeng Chen, Dongdong Chen, Xiyang Dai, Lu Yuan
2022	J	`jnl`	Self-Supervised Learning based on Heat Equation. CoRR Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
2022	—	`conf`	Should All Proposals Be Treated Equally in Object Detection? ECCV (25) Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Ying Jin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
2022	J	`jnl`	Should All Proposals be Treated Equally in Object Detection? CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Jing Yin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
2022	—	`conf`	TinyViT: Fast Pretraining Distillation for Small Vision Transformers. ECCV (21) Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022	J	`jnl`	TinyViT: Fast Pretraining Distillation for Small Vision Transformers. CoRR Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022	J	`jnl`	Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling. CoRR Rui Wang, Zuxuan Wu, Dongdong Chen, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Luowei Zhou, Lu Yuan, Yu-Gang Jiang
2022	J	`jnl`	Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. CoRR Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
2021	J	`jnl`	A survey of visual analytics techniques for machine learning. Comput. Vis. Media Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2021	J	`jnl`	Analyzing the Noise Robustness of Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
2021	J	`jnl`	BEVT: BERT Pretraining of Video Transformers. CoRR Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
2021	A*	`conf`	CvT: Introducing Convolutions to Vision Transformers. ICCV Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
2021	J	`jnl`	CvT: Introducing Convolutions to Vision Transformers. CoRR Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
2021	A*	`conf`	Dynamic Head: Unifying Object Detection Heads With Attentions. CVPR Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
2021	J	`jnl`	Dynamic Head: Unifying Object Detection Heads with Attentions. CoRR Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
2021	J	`jnl`	Florence: A New Foundation Model for Computer Vision. CoRR Lu Yuan, Dongdong Chen, Yi-ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
2021	A*	`conf`	MicroNet: Improving Image Recognition with Extremely Low FLOPs. ICCV Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2021	J	`jnl`	MicroNet: Improving Image Recognition with Extremely Low FLOPs. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2021	J	`jnl`	Mobile-Former: Bridging MobileNet and Transformer. CoRR Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu
2021	A*	`conf`	Revisiting Dynamic Convolution via Matrix Decomposition. ICLR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021	J	`jnl`	Revisiting Dynamic Convolution via Matrix Decomposition. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021	A*	`conf`	Stronger NAS with Weaker Predictors. NeurIPS Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan
2021	J	`jnl`	Weak NAS Predictors Are All You Need. CoRR Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan
2020	J	`jnl`	A Survey of Visual Analytics Techniques for Machine Learning. CoRR Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2020	J	`jnl`	An M-Cache-Based Security Monitoring and Fault Recovery Architecture for Embedded Processor. IEEE Trans. Very Large Scale Integr. Syst. Xiang Wang, Zongmin Zhao, Dongdong Xu, Zhun Zhang, Qiang Hao, Mengchen Liu
2020	J	`jnl`	Analyzing the Noise Robustness of Deep Neural Networks. CoRR Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
2020	—	`conf`	DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. ECCV (27) Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
2020	J	`jnl`	DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. CoRR Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan
2020	—	`conf`	Diagnosing Concept Drift with Visual Analytics. IEEE VAST@IEEE VIS Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020	J	`jnl`	Diagnosing Concept Drift with Visual Analytics. CoRR Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020	A*	`conf`	Dynamic Convolution: Attention Over Convolution Kernels. CVPR Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020	—	`conf`	Dynamic ReLU. ECCV (19) Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020	J	`jnl`	Dynamic ReLU. CoRR Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2020	J	`jnl`	MicroNet: Towards Image Recognition with Extremely Low FLOPs. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2019	J	`jnl`	Dynamic Convolution: Attention over Convolution Kernels. CoRR Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
2019	J	`jnl`	Improving the prediction of protein-nucleic acids binding residues via multiple sequence profiles and the consensus of complementary methods. Bioinform. Hong Su, Mengchen Liu, Saisai Sun, Zhenling Peng, Jianyi Yang
2018	—	`conf`	Analyzing the Noise Robustness of Deep Neural Networks. VAST Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
2018	J	`jnl`	Analyzing the Noise Robustness of Deep Neural Networks. CoRR Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
2018	J	`jnl`	Analyzing the Training Processes of Deep Generative Models. IEEE Trans. Vis. Comput. Graph. Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu
2018	J	`jnl`	Botanical Internet of Things: Toward Smart Indoor Farming by Connecting People, Plant, Data and Clouds. Mob. Networks Appl. Jun Yang, Mengchen Liu, Jiayi Lu, Yiming Miao, M. Anwar Hossain, Mohammed F. Alhamid
2018	C	`conf`	Fully Convolutional Semi-Supervised Gan for Polsar Classification. IGARSS Mengchen Liu, Yue Hu, Shuang Wang, Yanhe Guo, Biao Hou, Licheng Jiao, Xiaojin Hou
2018	B	`conf`	RoCoSense: Integrating Robotics, Smart Clothing and Big Data Clouds for Emotion Sensing. IWCMC Jun Yang, Mengchen Liu, Zeru Wei, Chao Han, Wei Li, Yiming Miao
2017	A*	`conf`	Improving Learning-from-Crowds through Expert Validation. IJCAI Mengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu, Shixia Liu
2017	J	`jnl`	Job schedulers for Big data processing in Hadoop environment: testing real-life schedulers using benchmark programs. Digit. Commun. Networks Mohd Usama, Mengchen Liu, Min Chen
2017	J	`jnl`	Smart Home 2.0: Innovative Smart Home System Powered by Botanical IoT and Emotion Detection. Mob. Networks Appl. Min Chen, Jun Yang, Xuan Zhu, Xiaofei Wang, Mengchen Liu, Jeungeun Song
2017	J	`jnl`	Towards Better Analysis of Deep Convolutional Neural Networks. IEEE Trans. Vis. Comput. Graph. Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
2017	J	`jnl`	Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective. CoRR Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
2017	J	`jnl`	Towards better analysis of machine learning models: A visual analytics perspective. Vis. Informatics Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
2016	J	`jnl`	An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2016	J	`jnl`	Follower-Followee Network, Communication Networks, and Vote Agreement of the U.S. Members of Congress. Commun. Res. Tai-Quan Peng, Mengchen Liu, Yingcai Wu, Shixia Liu
2016	—	`conf`	Mobile Cloud Platform: Architecture, Deployment and Big Data Applications. CloudComp Mengchen Liu, Kai Lin, Jun Yang, Dengming Xiao, Yiming Miao, Lu Wang, Wei Li, Zeru Wei, Jiayi Lu
2016	J	`jnl`	Towards Better Analysis of Deep Convolutional Neural Networks. CoRR Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
2015	J	`jnl`	An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2015	B	`conf`	Clutter-aware label layout. PacificVis Yu Meng, Hui Zhang, Mengchen Liu, Shixia Liu
2014	J	`jnl`	A survey on information visualization: recent advances and challenges. Vis. Comput. Shixia Liu, Weiwei Cui, Yingcai Wu, Mengchen Liu
2014	J	`jnl`	OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media. IEEE Trans. Vis. Comput. Graph. Yingcai Wu, Shixia Liu, Kai Yan, Mengchen Liu, Fangzhao Wu
2013	J	`jnl`	StoryFlow: Tracking the Evolution of Stories. IEEE Trans. Vis. Comput. Graph. Shixia Liu, Yingcai Wu, Enxun Wei, Mengchen Liu, Yang Liu