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Ruichu Cai

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

82

Venues

30

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

82 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIHorizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants.Wei Chen, Wanyang Gu, Linjun Peng, Ting Yan, Ruichu Cai, Zhifeng Hao, Kun Zhang
2026AAAICAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge.Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan
2026ACLSAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition.Ruichu Cai, Juntao Gan, Miao Mai, Zhifeng Hao, Boyan Xu
2026ACLSERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification.Zhifeng Hao, Zhongjie Chen, Junhao Lu, Shengyin Yu, Guimin Hu, Keli Zhang, Ruichu Cai, Boyan Xu
2026IUICausalAgent: A Conversational Multi-Agent System for End-to-End Causal Inference.Jiawei Zhu, Wei Chen, Ruichu Cai
2025AAAIDisentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting.Ruichu Cai, Haiqin Huang, Zhifan Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao
2025AAAIHypergraph Learning for Unsupervised Graph Alignment via Optimal Transport.Yuguang Yan, Canlin Yang, Yuanlin Chen, Ruichu Cai, Michael Ng
2025COLINGDr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification.Ruichu Cai, Shengyin Yu, Jiahao Zhang, Wei Chen, Boyan Xu, Keli Zhang
2025COLINGCACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction.Bingfeng Chen, Haoran Xu, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2025CSCWDRank Constraints of High-Order Cumulants for Learning Linear Non-Gaussian Latent Polytree.Ruichu Cai, Ying Shen, Zhengming Chen, Feng Xie, Yu Xiang, Zhifeng Hao
2025EMNLPGenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL.Zhifeng Hao, Junqi Huang, Shaobin Shi, Ruichu Cai, Boyan Xu
2025ICDEChat2DB: Chatting to the Database with Interactive Agent Assisted Language Models.Boyan Xu, Yuyuan Cai, Shaobin Shi, Zhifeng Hao, Ruichu Cai
2025ICLRSynergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning.Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang
2025ICLROn the Identification of Temporal Causal Representation with Instantaneous Dependence.Zijian Li, Yifan Shen, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong, Guangyi Chen, Kun Zhang
2025ICMLIdentification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations.Zhengming Chen, Yewei Xia, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai, Kun Zhang
2025ICMLReducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport.Yuguang Yan, Zongyu Li, Haolin Yang, Zeqin Yang, Hao Zhou, Ruichu Cai, Zhifeng Hao
2025IJCAILong-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning.Ruichu Cai, Junjie Wan, Weilin Chen, Zeqin Yang, Zijian Li, Peng Zhen, Jiecheng Guo
2025IJCAICausal View of Time Series Imputation: Some Identification Results on Missing Mechanism.Ruichu Cai, Kaitao Zheng, Junxian Huang, Zijian Li, Zhengming Chen, Boyan Xu, Zhifeng Hao
2025IJCAICausal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting.Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai
2025IJCNNMitigating Q-Value Overestimation through Latent Causal Modeling in Deep Reinforcement Learning.Ruichu Cai, Fuyi Lin, Wei Chen, Jie Qiao, Haipeng Zhu, Zhifeng Hao
2025IJCNNMATOT: A Model-Agnostic Constraint for Time Series Forecasting via Optimal Transport.Ruichu Cai, Zhenhui Yang, Yuguang Yan, Haiqin Huang, Kaitao Zheng, Haozhi Chen, Zhifan Jiang, Zijian Li
2025IJCNNSDFDA: Modeling Spectral Distribution for Time-Series Forecasting Domain Adaptation.Daoxin Chen, Ruichu Cai, Haozhi Chen, Zhenhui Yang
2025IJCNNCross-Network Relationship Learning via Optimal Transport for Link Prediction.Zhifeng Hao, Zihan Chen, Zhiwei Chen, Yuguang Yan, Ruichu Cai
2025IJCNNPEFT Innovations in Text-to-SQL: Adapter and Prefix Tuning Methods with Structural Awareness.Zhifeng Hao, Yuyuan Cai, Shaobin Shi, Boyan Xu, Ruichu Cai
2025NAACLHandling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation.Ruichu Cai, Junhao Lu, Zhongjie Chen, Boyan Xu, Zhifeng Hao
2025NAACL\mathcalS²IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction.Bingfeng Chen, Chenjie Qiu, Yifeng Xie, Boyan Xu, Ruichu Cai, Zhifeng Hao
2025NAACLTrack-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL.Bingfeng Chen, Shaobin Shi, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2025PRICAIBalanced Learning for Incremental Multi-view Clustering.Lijuan Wang, Feng Chen, Ming Yin, Zhifeng Hao, Ruichu Cai, Wei Chen, Xuan Xiong
2025PRICAIHigh-Order Information Embedding Transfer for Clustering with Constrained Laplacian Rank.Lijuan Wang, Wenping Xiong, Guangdong Sun, Ming Yin, Zhifeng Hao, Ruichu Cai, Wei Chen, Minghua Zhao
2025WWWLearning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang
2025WWWEVA-MVC: Equitable View-weight Allocation for Generic Multi-View Clustering.Yuan Fang, Xiaofeng Feng, Geping Yang, Ruichu Cai, Yiyang Yang, Zhiguo Gong, Zhifeng Hao
2024AAAIIdentification of Causal Structure with Latent Variables Based on Higher Order Cumulants.Wei Chen, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang
2024AAAIWhere and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples.Ruichu Cai, Yuxuan Zhu, Jie Qiao, Zefeng Liang, Furui Liu, Zhifeng Hao
2024AAAITNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences.Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao
2024AAAIIdentification of Causal Structure in the Presence of Missing Data with Additive Noise Model.Jie Qiao, Zhengming Chen, Jianhua Yu, Ruichu Cai, Zhifeng Hao
2024AAAICausal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis.Jie Qiao, Yu Xiang, Zhengming Chen, Ruichu Cai, Zhifeng Hao
2024AAAIHypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion.Yuguang Yan, Yuanlin Chen, Shibo Wang, Hanrui Wu, Ruichu Cai
2024AAAIAn Optimal Transport View for Subspace Clustering and Spectral Clustering.Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng
2024AAAIExploiting Geometry for Treatment Effect Estimation via Optimal Transport.Yuguang Yan, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao, Michael Kwok-Po Ng
2024ACLS²GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis.Bingfeng Chen, Qihan Ouyang, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2024ICMLAutomating the Selection of Proxy Variables of Unmeasured Confounders.Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng
2024ICMLFeature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation.Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, Jos Miguel Hernndez-Lobato
2024ICMLDoubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning.Weilin Chen, Ruichu Cai, Zeqin Yang, Jie Qiao, Yuguang Yan, Zijian Li, Zhifeng Hao
2024ICMLReducing Balancing Error for Causal Inference via Optimal Transport.Yuguang Yan, Hao Zhou, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao
2024IJCAIIndividual Causal Structure Learning from Population Data.Wei Chen, Xiaokai Huang, Zijian Li, Ruichu Cai, Zhiyi Huang, Zhifeng Hao
2024IJCAICombinatorial Routing for Neural Trees.Jiahao Li, Ruichu Cai, Yuguang Yan
2023CIKMGeneralization Bound for Estimating Causal Effects from Observational Network Data.Ruichu Cai, Zeqin Yang, Weilin Chen, Yuguang Yan, Zhifeng Hao
2023ICMLCausal Discovery with Latent Confounders Based on Higher-Order Cumulants.Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang
2023ICONIPLatent Causal Dynamics Model for Model-Based Reinforcement Learning.Zhifeng Hao, Haipeng Zhu, Wei Chen, Ruichu Cai
2023IJCAISome General Identification Results for Linear Latent Hierarchical Causal Structure.Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai
2023IJCAIStructural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences.Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao
2022AAAIIdentification of Linear Latent Variable Model with Arbitrary Distribution.Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai
2022ICASSPCausal Alignment Based Fault Root Causes Localization for Wireless Network.Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai
2021AAAITime Series Domain Adaptation via Sparse Associative Structure Alignment.Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang
2021AAAIAppearance-Motion Memory Consistency Network for Video Anomaly Detection.Ruichu Cai, Hao Zhang, Wen Liu, Shenghua Gao, Zhifeng Hao
2021IJCAICausal Discovery with Multi-Domain LiNGAM for Latent Factors.Yan Zeng, Shohei Shimizu, Ruichu Cai, Feng Xie, Michio Yamamoto, Zhifeng Hao
2020ACLTAG : Type Auxiliary Guiding for Code Comment Generation.Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2020HPCCDRS+: Load Shedding Meets Resource Auto-Scaling in Distributed Stream Processing.Kailin Tang, Zhifeng Hao, Ruichu Cai, Tom Z. J. Fu, Yin Yang, Li Wang, Marianne Winslett, Zhenjie Zhang
2020InterspeechMeta Multi-Task Learning for Speech Emotion Recognition.Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang
2019IJCAILearning Disentangled Semantic Representation for Domain Adaptation.Ruichu Cai, Zijian Li, Pengfei Wei, Jie Qiao, Kun Zhang, Zhifeng Hao
2019IJCAICausal Discovery with Cascade Nonlinear Additive Noise Model.Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao
2018AAAISELF: Structural Equational Likelihood Framework for Causal Discovery.Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao
2018ICANNGenerating Natural Answers on Knowledge Bases and Text by Sequence-to-Sequence Learning.Zhihao Ye, Ruichu Cai, Zhaohui Liao, Zhifeng Hao, Jinfen Li
2018ICDEWaterwheel: Realtime Indexing and Temporal Range Query Processing over Massive Data Streams.Li Wang, Ruichu Cai, Tom Z. J. Fu, Jiong He, Zijie Lu, Marianne Winslett, Zhenjie Zhang
2018ICONIPIdentification of Causality Among Gene Mutations Through Local Causal Association Rule Discovery.Ruichu Cai, Qiqi Zhen, Zhifeng Hao
2018IJCAIAn Encoder-Decoder Framework Translating Natural Language to Database Queries.Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang
2018ICWSHPC2-ARS: An Architecture for Real-Time Analytic of Big Data Streams.Yingchao Cheng, Zhifeng Hao, Ruichu Cai, Wen Wen
2018UICResource-Aware Stream Processing in High Performance Cloud Environment.Yingchao Cheng, Zhifeng Hao, Ruichu Cai, Wen Wen, Lijuan Wang, Zhongrun Zhou
2017ICDMAn CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities.Ruichu Cai, Binjun Zhu, Lei Ji, Tianyong Hao, Jun Yan, Wenyin Liu
2017IJCAIA Robust Noise Resistant Algorithm for POI Identification from Flickr Data.Yiyang Yang, Zhiguo Gong, Qing Li, Leong Hou U, Ruichu Cai, Zhifeng Hao
2017IWQoSAn efficient kurtosis-based causal discovery method for linear non-Gaussian acyclic data.Ruichu Cai, Feng Xie, Wei Chen, Zhifeng Hao
2016APWEBSentiment Target Extraction Based on CRFs with Multi-features for Chinese Microblog.Bingfeng Chen, Zhifeng Hao, Ruichu Cai, Wen Wen, Shenzhi Du
2016SDMMulti-Domain Manifold Learning for Drug-Target Interaction Prediction.Ruichu Cai, Zhenjie Zhang, Srinivasan Parthasarathy, Anthony K. H. Tung, Zhifeng Hao, Wen Zhang
2015APWEBA Semi-supervised Solution for Cold Start Issue on Recommender Systems.Zhifeng Hao, Yingchao Cheng, Ruichu Cai, Wen Wen, Lijuan Wang
2015APWEBMining the Discriminative Word Sets for Bag-of-Words Model Based on Distributional Similarity Graph.Wen Wen, Zhifeng Hao, Ruichu Cai
2014ICONIPA Causal Model for Disease Pathway Discovery.Ruichu Cai, Chang Yuan, Zhifeng Hao, Wen Wen, Lijuan Wang, Weiqi Chen, Zhihao Li
2013ICMLSADA: A General Framework to Support Robust Causation Discovery.Ruichu Cai, Zhenjie Zhang, Zhifeng Hao
2013ICMLCAn improved local adaptive clustering ensemble based on link analysis.Li-Juan Wang, Zhifeng Hao, Ruichu Cai, Wen Wen
2012ICNCGaussian process learning for image classification based on low-level features.Wen Wen, Zhifeng Hao, Ruichu Cai, Zhuangfeng Shao
2009SIGMODKernel-based skyline cardinality estimation.Zhenjie Zhang, Yin Yang, Ruichu Cai, Dimitris Papadias, Anthony K. H. Tung
2007ICCSAn ACO Algorithm with Adaptive Volatility Rate of Pheromone Trail.Zhifeng Hao, Han Huang, Yong Qin, Ruichu Cai
2007IJCNNA Novel Gene Ranking Algorithm Based on Random Subspace Method.Ruichu Cai, Zhifeng Hao, Wen Wen