Mingxing Xu - RankMe

109 papers A* 1A 20B 2C 1Misc 7Journal 30Unranked 48

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FineViT: Progressively Unlocking Fine-Grained Perception with Dense Recaptions. CoRR Peisen Zhao, Xiaopeng Zhang, Mingxing Xu, Ruoyu Sun, Zewei Du, Dunzheng Wang, Guanghao Zheng, Haohang Xu, Zhibo Zhang, Yuhang Zhang, Yi Ai, Lin Liu, Qi Tian
2026	J	`jnl`	Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling. IEEE Trans. Pattern Anal. Mach. Intell. Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong
2025	J	`jnl`	A Chinese natural speech complex emotion dataset based on emotion vector annotation method. Lang. Resour. Evaluation Xiaolong Wu, Chaobo Song, Shanshan Xiang, Ronghe Cao, Chang Feng, Hankiz Yilahun, Mingxing Xu, Askar Hamdulla, Thomas Fang Zheng
2025	J	`jnl`	GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs. CoRR Guanghao Zheng, Bowen Shi, Mingxing Xu, Ruoyu Sun, Peisen Zhao, Zhibo Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Xiaopeng Zhang, Qi Tian
2025	B	`conf`	ISL-MED: A General Iterative Self-Learning Framework for Speech Complex Emotion Detection. IJCNN Xiaolong Wu, Xinxin Luo, Chang Feng, Hankiz Yilahun, Mingxing Xu, Askar Hamdulla, Thomas Fang Zheng
2025	J	`jnl`	Investigation of Zero-shot Text-to-Speech Models for Enhancing Short-Utterance Speaker Verification. CoRR Yiyang Zhao, Shuai Wang, Guangzhi Sun, Zehua Chen, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2025	J	`jnl`	Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation. CoRR Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2025	J	`jnl`	Vibration Signal ESSA-CVMD and Entropy Method for the Leakage Assessment of Pipe. IEEE Trans. Instrum. Meas. Kai Tao, Mingxing Xu, Qiang Wang, Xin Zhang, Dong Yue
2024	A	`conf`	A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification. INTERSPEECH Xujiang Xing, Mingxing Xu, Thomas Fang Zheng
2024	J	`jnl`	A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification. CoRR Xujiang Xing, Mingxing Xu, Thomas Fang Zheng
2024	—	`conf`	Advancing Respiratory Sound Classification: Integration of Audio Spectrogram Transformer with ConnectMix and NEFTune Augmentation. ICONIP (10) Runze Huang, Mingxing Xu, Thomas Fang Zheng
2024	—	`conf`	Emotional Atmosphere Soft Label for Emotion Recognition in Conversations. ICONIP (3) Xiaolong Wu, Chang Feng, Hankiz Yilahun, Mingxing Xu, Askar Hamdulla, Thomas Fang Zheng
2024	Misc	`conf`	Enhancing Quantised End-to-End ASR Models Via Personalisation. ICASSP Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	—	`conf`	Hierarchical Multi-Path and Multi-Model Selection For Fake Speech Detection. SLT Chang Feng, Yiyang Zhao, Guangzhi Sun, Zehua Chen, Shuai Wang, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	J	`jnl`	Nonlinear control strategies for 3-DOF control moment gyroscope using deep reinforcement learning. Neural Comput. Appl. Yan Xiong, Siyuan Liu, Jianxiang Zhang, Mingxing Xu, Liang Guo
2024	J	`jnl`	Rapid monitoring of the spatial distribution of soil organic matter using unmanned aerial vehicle imaging spectroscopy. Ann. GIS Guanghui Zheng, Tong Chen, Yan Wang, Xuelan Li, Wen Dai, Mingxing Xu, Caixia Jiao, Chengyi Zhao
2024	A	`conf`	SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR. INTERSPEECH Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	J	`jnl`	SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR. CoRR Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	J	`jnl`	Speaker Adaptation for Quantised End-to-End ASR Models. CoRR Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	A	`conf`	Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models. INTERSPEECH Yiyang Zhao, Shuai Wang, Guangzhi Sun, Zehua Chen, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2024	J	`jnl`	Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models. CoRR Yiyang Zhao, Shuai Wang, Guangzhi Sun, Zehua Chen, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2023	J	`jnl`	Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos. IEEE J. Biomed. Health Informatics Mingxing Xu, Junxiang Chen, Jin Li, Xinxin Zhi, Wenrui Dai, Jiayuan Sun, Hongkai Xiong
2023	J	`jnl`	DialoguePCN: Perception and Cognition Network for Emotion Recognition in Conversations. IEEE Access Xiaolong Wu, Chang Feng, Mingxing Xu, Thomas Fang Zheng, Askar Hamdulla
2023	J	`jnl`	Enhancing Quantised End-to-End ASR Models via Personalisation. CoRR Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
2023	C	`conf`	Robust Point Cloud Classification With Permutohedral Lattice-based Representation. VCIP Li Ding, Mingxing Xu, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong
2022	J	`jnl`	Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets. IEEE Trans. Signal Inf. Process. over Networks Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard
2022	J	`jnl`	Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling. CoRR Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong
2022	J	`jnl`	How Health-Related Misinformation Spreads Across the Internet: Evidence for the "Typhoon Eye" Effect. Cyberpsychology Behav. Soc. Netw. Lei Zheng, Jincheng Cai, Fang Wang, Chenhan Ruan, Mingxing Xu, Miao Miao
2022	J	`jnl`	LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning. CoRR Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022	J	`jnl`	Surrogate modeling for spacecraft thermophysical models using deep learning. Neural Comput. Appl. Yan Xiong, Liang Guo, Yang Zhang, Mingxing Xu, Defu Tian, Ming Li
2021	A	`conf`	Cross-Database Replay Detection in Terminal-Dependent Speaker Verification. Interspeech Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng
2021	—	`conf`	Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding. EMNLP (1) Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang
2021	J	`jnl`	Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding. CoRR Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang
2021	J	`jnl`	Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets. CoRR Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard
2020	J	`jnl`	Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis. IEEE Trans. Circuits Syst. Video Technol. Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong
2020	—	`conf`	FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues. AACL/IJCNLP Yingmei Guo, Zhiyong Wu, Mingxing Xu
2020	—	`conf`	Guoym at SemEval-2020 Task 8: Ensemble-based Classification of Visuo-Lingual Metaphor in Memes. SemEval@COLING Yingmei Guo, Jinfa Huang, Yanlong Dong, Mingxing Xu
2020	J	`jnl`	Spatial-Temporal Transformer Networks for Traffic Flow Forecasting. CoRR Mingxing Xu, Wenrui Dai, Chunmiao Liu, Xing Gao, Weiyao Lin, Guo-Jun Qi, Hongkai Xiong
2020	A	`conf`	Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks. ICME Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong
2019	—	`conf`	MSGCNN: Multi-scale Graph Convolutional Neural Network for Point Cloud Segmentation. BigMM Mingxing Xu, Wenrui Dai, Yangmei Shen, Hongkai Xiong
2019	—	`conf`	Multi-Scale Convolutional Recurrent Neural Network with Ensemble Method for Weakly Labeled Sound Event Detection. ACII Workshops Yingmei Guo, Mingxing Xu, Zhiyong Wu, Jianming Wu, Bin Su
2019	—	`conf`	Replay detection using CQT-based modified group delay feature and ResNeWt network in ASVspoof 2019. APSIPA Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng
2019	—	`conf`	THU-HCSI at SemEval-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation. SemEval@NAACL-HLT Xihao Liang, Ye Ma, Mingxing Xu
2019	J	`jnl`	用于票房收益预测的国产电影信息数据库 (Database of Chinese Domestic Films for Fox-office Revenue Forecasting). 计算机科学 Zheng Shi, Mingxing Xu
2018	A	`conf`	Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms. INTERSPEECH Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai
2018	A	`conf`	Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task. INTERSPEECH Xiaotong Zhang, Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng
2018	—	`conf`	MMANN: Multimodal Multilevel Attention Neural Network for Horror Clip Detection. APSIPA Xingliang Cheng, Xiaotong Zhang, Mingxing Xu, Thomas Fang Zheng
2018	—	`conf`	Multi-modal Multi-scale Speech Expression Evaluation in Computer-Assisted Language Learning. AIMS Jingbei Li, Zhiyong Wu, Runnan Li, Mingxing Xu, Kehua Lei, Lianhong Cai
2018	—	`conf`	Multi-scale convolutional recurrent neural network with ensemble method for weakly labeled sound event detection. DCASE Yingmei Guo, Mingxing Xu, Jianming Wu, Yanan Wang, Keiichiro Hoashi
2018	—	`conf`	THUHCSI in MediaEval 2018 Emotional Impact of Movies Task. MediaEval Ye Ma, Xihao Liang, Mingxing Xu
2017	Misc	`conf`	Learning cross-lingual knowledge with multilingual BLSTM for emphasis detection with limited training data. ICASSP Yishuang Ning, Zhiyong Wu, Runnan Li, Jia Jia, Mingxing Xu, Helen M. Meng, Lianhong Cai
2017	A*	`conf`	Multi-scale Context Based Attention for Dynamic Music Emotion Prediction. ACM Multimedia Ye Ma, Xinxing Li, Mingxing Xu, Jia Jia, Lianhong Cai
2017	Misc	`conf`	Speaker segmentation using deep speaker vectors for fast speaker change scenarios. ICASSP Renyu Wang, Mingliang Gu, Lantian Li, Mingxing Xu, Thomas Fang Zheng
2017	A	`conf`	Speech Emotion Recognition with Emotion-Pair Based Framework Considering Emotion Distribution Information in Dimensional Emotion Space. INTERSPEECH Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai
2017	—	`conf`	THUHCSI in MediaEval 2017 Emotional Impact of Movies Task. MediaEval Zitong Jin, Yuqi Yao, Ye Ma, Mingxing Xu
2016	Misc	`conf`	A deep bidirectional long short-term memory based multi-scale approach for music dynamic emotion prediction. ICASSP Xinxing Li, Haishu Xianyu, Jiashen Tian, Wenxiao Chen, Fanhang Meng, Mingxing Xu, Lianhong Cai
2016	A	`conf`	Analysis on Gated Recurrent Unit Based Question Detection Approach. INTERSPEECH Yaodong Tang, Zhiyong Wu, Helen M. Meng, Mingxing Xu, Lianhong Cai
2016	A	`conf`	Combining CNN and BLSTM to Extract Textual and Acoustic Features for Recognizing Stances in Mandarin Ideological Debate Competition. INTERSPEECH Linchuan Li, Zhiyong Wu, Mingxing Xu, Helen M. Meng, Lianhong Cai
2016	A	`conf`	DBLSTM-based multi-scale fusion for dynamic emotion prediction in music. ICME Xinxing Li, Jiashen Tian, Mingxing Xu, Yishuang Ning, Lianhong Cai
2016	A	`conf`	Heterogeneity-entropy based unsupervised feature learning for personality prediction with cross-media data. ICME Haishu Xianyu, Mingxing Xu, Zhiyong Wu, Lianhong Cai
2016	Misc	`conf`	Question detection from acoustic features using recurrent neural network with gated recurrent unit. ICASSP Yaodong Tang, Yuchen Huang, Zhiyong Wu, Helen Meng, Mingxing Xu, Lianhong Cai
2016	—	`conf`	Recognizing stances in Mandarin social ideological debates with text and acoustic features. ICME Workshops Linchuan Li, Zhiyong Wu, Mingxing Xu, Helen M. Meng, Lianhong Cai
2016	—	`conf`	Relative entropy normalized Gaussian supervector for speech emotion recognition using kernel extreme learning machine. APSIPA Ruru Li, Dali Yang, Xinxing Li, Renyu Wang, Mingxing Xu, Thomas Fang Zheng
2016	Misc	`conf`	SVR based double-scale regression for dynamic emotion prediction in music. ICASSP Haishu Xianyu, Xinxing Li, Wenxiao Chen, Fanhang Meng, Jiashen Tian, Mingxing Xu, Lianhong Cai
2016	J	`jnl`	Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition. CoRR Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen M. Meng, Lianhong Cai
2016	—	`conf`	THU-HCSI at MediaEval 2016: Emotional Impact of Movies Task. MediaEval Ye Ma, Zipeng Ye, Mingxing Xu
2015	—	`conf`	Chinese Traditional Opera database for Music Genre Recognition. O-COCOSDA/CASLRE Rashedul Islam, Mingxing Xu, Yuchao Fan
2015	—	`conf`	Multi-Scale Approaches to the MediaEval 2015 "Emotion in Music" Task. MediaEval Mingxing Xu, Xinxing Li, Haishu Xianyu, Jiashen Tian, Fanhang Meng, Wenxiao Chen
2014	—	`conf`	Automatic Emotion Variation Detection in continuous speech. APSIPA Yuchao Fan, Mingxing Xu, Zhiyong Wu, Lianhong Cai
2014	B	`conf`	Improved keyword spotting system by optimizing posterior confidence measure vector using feed-forward neural network. IJCNN Yuchen Liu, Mingxing Xu, Lianhong Cai
2014	—	`conf`	Intrinsic variation robust speaker verification based on sparse representation. APSIPA Yi Nie, Mingxing Xu, Haishu Xianyu
2014	—	`conf`	MediaEval 2014: THU-HCSIL Approach to Emotion in Music Task using Multi-level Regression. MediaEval Yuchao Fan, Mingxing Xu
2014	J	`jnl`	Predictors of Pause Duration in Read-Aloud Discourse. IEICE Trans. Inf. Syst. Xiaohong Yang, Mingxing Xu, Yufang Yang
2013	—	`conf`	Comparing feature dimension reduction algorithms for GMM-SVM based speech emotion recognition. APSIPA Jianbo Jiang, Zhiyong Wu, Mingxing Xu, Jia Jia, Lianhong Cai
2012	—	`conf`	Comparison of adaptation methods for GMM-SVM based speech emotion recognition. SLT Jianbo Jiang, Zhiyong Wu, Mingxing Xu, Jia Jia, Lianhong Cai
2012	A	`conf`	Compensation of Intrinsic Variability with Factor Analysis Modeling for Robust Speaker Verification. INTERSPEECH Sheng Chen, Mingxing Xu
2012	—	`conf`	Energy classification-assisted fingerprint system for content-based audio copy detection. COMM Yongchao Zhang, Mingxing Xu, Emlyn Pratt
2012	—	`conf`	Study on the effects of intrinsic variation using i-vectors in text-independent speaker verification. Odyssey Sheng Chen, Mingxing Xu, Emlyn Pratt
2009	A	`conf`	ANN based decision fusion for speech emotion recognition. INTERSPEECH Lu Xu, Mingxing Xu, Dali Yang
2009	—	`conf`	Shift Window Based Framework for Emotional Change Detection of Speech. FSKD (5) Lu Xu, Mingxing Xu
2009	—	`conf`	THU-IMG at TRECVID 2009. TRECVID Yingyu Liang, Binbin Cao, Jianmin Li, Chenguang Zhu, Yongchao Zhang, Chenhao Tan, Ge Chen, Chen Sun, Jinhui Yuan, Mingxing Xu, Bo Zhang
2008	—	`conf`	Lyric-based Song Sentiment Classification with Sentiment Vector Space Model. ACL (2) Yunqing Xia, Linlin Wang, Kam-Fai Wong, Mingxing Xu
2007	J	`jnl`	A Cohort-Based Speaker Model Synthesis for Mismatched Channels in Speaker Verification. IEEE Trans. Speech Audio Process. Wei Wu, Thomas Fang Zheng, Mingxing Xu, Frank K. Soong
2006	—	`conf`	Cohort-Based Speaker Model Synthesis for Channel Robust Speaker Recognition. ICASSP (1) Wei Wu, Thomas Fang Zheng, Mingxing Xu
2004	—	`conf`	A two-step keyword spotting method based on context-dependent a posteriori probability. ISCSLP Thomas Fang Zheng, Jing Li, Zhanjiang Song, Mingxing Xu
2003	A	`conf`	Using word confidence measure for OOV words detection in a spontaneous spoken dialog system. INTERSPEECH Hui Sun, Guoliang Zhang, Fang Zheng, Mingxing Xu
2002	—	`conf`	An automatic speech recognition strategy directed by the semantic knowledge in dialogue system. ISCSLP Guoliang Zhang, Pengju Yan, Mingxing Xu, Wenhu Wu
2002	—	`conf`	Comparison and combination of confidence measures in isolated word recognition. ISCSLP Zhenyu Xiong, Mingxing Xu, Wenhu Wu
2002	A	`conf`	Improved katz smoothing for language modeling in speech recogniton. INTERSPEECH Genqing Wu, Fang Zheng, Wenhu Wu, Mingxing Xu, Ling Jin
2002	—	`conf`	Phoneagent: a conversational interface for telephone exchange system. ISCSLP Bin She, Mingxing Xu, Wenhu Wu
2002	—	`conf`	Preparing for evaluation of a flight spoken dialogue system. ISCSLP Xiaojun Wu, Mingxing Xu, Wenhu Wu
2002	—	`conf`	Study on detection of prosodic phrase boundaries in spontaneous speech. ISCSLP Hui Sun, Mingxing Xu, Wenhu Wu
2002	—	`conf`	Study on framework for Chinese pronunciation variation modeling. ISCSLP Jing Li, Mingxing Xu, Wenhu Wu
2002	—	`conf`	Study on the strategy for hierarchical speech recognition. ISCSLP Dali Yang, Mingxing Xu, Wenhu Wu
2001	A	`conf`	Robust parsing in spoken dialogue systems. INTERSPEECH Pengju Yan, Fang Zheng, Mingxing Xu
2001	Misc	`conf`	Topic Forest: a plan-based dialog management structure. ICASSP Xiaojun Wu, Fang Zheng, Mingxing Xu
2000	—	`conf`	A Noise Cancellation Method Based on Wavelet Transform. ISCSLP Dali Yang, Mingxing Xu, Wenhu Wu, Fang Zheng
2000	—	`conf`	Acoustic Level Error Analysis in Continuous Speech Recognition. ISCSLP Chunhua Luo, Mingxing Xu, Fang Zheng
2000	A	`conf`	An equivalent-class based MMI learning method for MGCPM. INTERSPEECH Chunhua Luo, Fang Zheng, Mingxing Xu
2000	—	`conf`	Intra-syllable Dependent Phonetic Modeling For Chinese Speech Recognition. ISCSLP Jiyong Zhang, Fang Zheng, Mingxing Xu, Shuqing Li
2000	A	`conf`	Language understanding component for Chinese dialogue system. INTERSPEECH Yinfei Huang, Fang Zheng, Mingxing Xu, Pengju Yan, Wenhu Wu
2000	A	`conf`	Semi-continuous segmental probability modeling for continuous speech recognition. INTERSPEECH Jiyong Zhang, Fang Zheng, Mingxing Xu, Ditang Fang
2000	—	`conf`	Word-class Stochastic Model in A Spoken Language Dialogue System. ISCSLP Pengju Yan, Fang Zheng, Mingxing Xu, Yinfei Huang
1999	—	`conf`	A fast and effective state decoding algorithm. EUROSPEECH Mingxing Xu, Fang Zheng, Wenhu Wu
1999	—	`conf`	An effective scoring method for speaking skill evaluation system. EUROSPEECH Zhanjiang Song, Fang Zheng, Mingxing Xu, Wenhu Wu
1999	—	`conf`	Easytalk: a large-vocabulary speaker-independent Chinese dictation machine. EUROSPEECH Fang Zheng, Zhanjiang Song, Mingxing Xu, Jian Wu, Yinfei Huang, Wenhu Wu, Cheng Bi
1999	J	`jnl`	HarkMan - A vocabulary-independent keyword spotter for spontaneous Chinese speech. J. Comput. Sci. Technol. Fang Zheng, Mingxing Xu, Xiaolong Mou, Jian Wu, Wenhu Wu, Ditang Fang
1998	—	`conf`	A Vocabulary-Independent Keyword Spotter for Spontaneous Chinese Speech. ISCSLP Fang Zheng, Mingxing Xu, Xiaolong Mou, Jian Wu, Wenhu Wu, Ditang Fang
1997	—	`conf`	Rejection in Speech Recognition Based on CDCPMs. ROCLING Mingxing Xu, Fang Zheng, Wenhu Wu