Ruichu Cai

41 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×12 ICML ×6 IJCAI ×5 NeurIPS ×4 ACL ×3 NAACL ×3 ICLR ×2 WWW ×2 AAMAS ×1 EMNLP ×1 ICDE ×1 IUI ×1

Frequent coauthors

Zhifeng Hao

×15

Zhifeng Hao

×14

Zijian Li

×13

Boyan Xu

×10

Kun Zhang

×9

Yuguang Yan

×9

Jie Qiao

×8

Zhengming Chen

×6

Wei Chen

×5

Weilin Chen

×5

Guangyi Chen

×5

Zeqin Yang

×5

Papers

CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge
AAAI 2026 ·
Lei Zan
,
Keli Zhang
, Ruichu Cai,
Lujia Pan
CausalAgent: A Conversational Multi-Agent System for End-to-End Causal Inference
IUI 2026 ·
Jiawei Zhu
,
Wei Chen
, Ruichu Cai
Horizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants
AAAI 2026 ·
Wei Chen
,
Wanyang Gu
,
Linjun Peng
,
Ting Yan
, Ruichu Cai,
Zhifeng Hao
,
Kun Zhang
SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition
ACL 2026 · Ruichu Cai,
Juntao Gan
,
Miao Mai
,
Zhifeng Hao
,
Boyan Xu
SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification
ACL 2026 ·
Zhifeng Hao
,
Zhongjie Chen
,
Junhao Lu
,
Shengyin Yu
,
Guimin Hu
,
Keli Zhang
, Ruichu Cai,
Boyan Xu
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
IJCAI 2025 · Ruichu Cai,
Kaitao Zheng
,
Junxian Huang
,
Zijian Li
,
Zhengming Chen
,
Boyan Xu
,
Zhifeng Hao
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting
IJCAI 2025 ·
Wei Chen
,
Jiahao Zhang
,
Haipeng Zhu
,
Boyan Xu
,
Zhifeng Hao
,
Keli Zhang
,
Junjian Ye
, Ruichu Cai
Chat2DB: Chatting to the Database with Interactive Agent Assisted Language Models
ICDE 2025 ·
Boyan Xu
,
Yuyuan Cai
,
Shaobin Shi
,
Zhifeng Hao
, Ruichu Cai
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting
AAAI 2025 · Ruichu Cai,
Haiqin Huang
,
Zhifan Jiang
,
Zijian Li
,
Changze Zhou
,
Yuequn Liu
,
Yuming Liu
,
Zhifeng Hao
EVA-MVC: Equitable View-weight Allocation for Generic Multi-View Clustering
WWW 2025 ·
Yuan Fang
,
Xiaofeng Feng
,
Geping Yang
, Ruichu Cai,
Yiyang Yang
,
Zhiguo Gong
,
Zhifeng Hao
GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL
EMNLP 2025 ·
Zhifeng Hao
,
Junqi Huang
,
Shaobin Shi
, Ruichu Cai,
Boyan Xu
Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation
NAACL 2025 · Ruichu Cai,
Junhao Lu
,
Zhongjie Chen
,
Boyan Xu
,
Zhifeng Hao
Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport
AAAI 2025 ·
Yuguang Yan
,
Canlin Yang
,
Yuanlin Chen
, Ruichu Cai,
Michael Ng
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
ICML 2025 ·
Zhengming Chen
,
Yewei Xia
,
Feng Xie
,
Jie Qiao
,
Zhifeng Hao
, Ruichu Cai,
Kun Zhang
Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals
WWW 2025 · Ruichu Cai,
Zhifan Jiang
,
Kaitao Zheng
,
Zijian Li
,
Weilin Chen
,
Xuexin Chen
,
Yifan Shen
,
Guangyi Chen
,
Zhifeng Hao
,
Kun Zhang
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning
IJCAI 2025 · Ruichu Cai,
Junjie Wan
,
Weilin Chen
,
Zeqin Yang
,
Zijian Li
,
Peng Zhen
,
Jiecheng Guo
On the Identification of Temporal Causal Representation with Instantaneous Dependence
ICLR 2025 ·
Zijian Li
,
Yifan Shen
,
Kaitao Zheng
, Ruichu Cai,
Xiangchen Song
,
Mingming Gong
,
Guangyi Chen
,
Kun Zhang
Online Time Series Forecasting with Theoretical Guarantees
NeurIPS 2025 ·
Zijian Li
,
Changze Zhou
,
Minghao Fu
,
Sanjay Manjunath
,
Fan Feng
,
Guangyi Chen
,
Yingyao Hu
, Ruichu Cai,
Kun Zhang
Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport
ICML 2025 ·
Yuguang Yan
,
Zongyu Li
,
Haolin Yang
,
Zeqin Yang
,
Hao Zhou
, Ruichu Cai,
Zhifeng Hao
Robust Policy Learning for Multi-UAV Collision Avoidance with Causal Feature Selection
AAMAS 2025 ·
Jiafan Zhuang
,
Gaofei Han
,
Zihao Xia
,
Che Lin
,
Boxi Wang
,
Dongliang Wang
,
Wenji Li
,
Zhifeng Hao
, Ruichu Cai,
Zhun Fan
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
ICLR 2025 ·
Zijian Li
,
Shunxing Fan
,
Yujia Zheng
,
Ignavier Ng
,
Shaoan Xie
,
Guangyi Chen
,
Xinshuai Dong
, Ruichu Cai,
Kun Zhang
Towards Identifiability of Hierarchical Temporal Causal Representation Learning
NeurIPS 2025 ·
Zijian Li
,
Minghao Fu
,
Junxian Huang
,
Yifan Shen
, Ruichu Cai,
Yuewen Sun
,
Guangyi Chen
,
Kun Zhang
Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL
NAACL 2025 ·
Bingfeng Chen
,
Shaobin Shi
,
Yongqi Luo
,
Boyan Xu
, Ruichu Cai,
Zhifeng Hao
\mathcalS²IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction
NAACL 2025 ·
Bingfeng Chen
,
Chenjie Qiu
,
Yifeng Xie
,
Boyan Xu
, Ruichu Cai,
Zhifeng Hao
An Optimal Transport View for Subspace Clustering and Spectral Clustering
AAAI 2024 ·
Yuguang Yan
,
Zhihao Xu
,
Canlin Yang
,
Jie Zhang
, Ruichu Cai,
Michael Kwok-Po Ng
Automating the Selection of Proxy Variables of Unmeasured Confounders
ICML 2024 ·
Feng Xie
,
Zhengming Chen
,
Shanshan Luo
,
Wang Miao
, Ruichu Cai,
Zhi Geng
Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis
AAAI 2024 ·
Jie Qiao
,
Yu Xiang
,
Zhengming Chen
, Ruichu Cai,
Zhifeng Hao
Combinatorial Routing for Neural Trees
IJCAI 2024 ·
Jiahao Li
, Ruichu Cai,
Yuguang Yan
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
ICML 2024 ·
Weilin Chen
, Ruichu Cai,
Zeqin Yang
,
Jie Qiao
,
Yuguang Yan
,
Zijian Li
,
Zhifeng Hao
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport
AAAI 2024 ·
Yuguang Yan
,
Zeqin Yang
,
Weilin Chen
, Ruichu Cai,
Zhifeng Hao
,
Michael Kwok-Po Ng
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
ICML 2024 ·
Xuexin Chen
, Ruichu Cai,
Zhengting Huang
,
Yuxuan Zhu
,
Julien Horwood
,
Zhifeng Hao
,
Zijian Li
,
José Miguel Hernández-Lobato
Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion
AAAI 2024 ·
Yuguang Yan
,
Yuanlin Chen
,
Shibo Wang
,
Hanrui Wu
, Ruichu Cai
Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model
AAAI 2024 ·
Jie Qiao
,
Zhengming Chen
,
Jianhua Yu
, Ruichu Cai,
Zhifeng Hao
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants
AAAI 2024 ·
Wei Chen
,
Zhiyi Huang
, Ruichu Cai,
Zhifeng Hao
,
Kun Zhang
Individual Causal Structure Learning from Population Data
IJCAI 2024 ·
Wei Chen
,
Xiaokai Huang
,
Zijian Li
, Ruichu Cai,
Zhiyi Huang
,
Zhifeng Hao
Learning Discrete Latent Variable Structures with Tensor Rank Conditions
NeurIPS 2024 ·
Zhengming Chen
, Ruichu Cai,
Feng Xie
,
Jie Qiao
,
Anpeng Wu
,
Zijian Li
,
Zhifeng Hao
,
Kun Zhang
On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
NeurIPS 2024 ·
Yu Xiang
,
Jie Qiao
,
Zefeng Liang
,
Zihuai Zeng
, Ruichu Cai,
Zhifeng Hao
Reducing Balancing Error for Causal Inference via Optimal Transport
ICML 2024 ·
Yuguang Yan
,
Hao Zhou
,
Zeqin Yang
,
Weilin Chen
, Ruichu Cai,
Zhifeng Hao
S²GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis
ACL 2024 ·
Bingfeng Chen
,
Qihan Ouyang
,
Yongqi Luo
,
Boyan Xu
, Ruichu Cai,
Zhifeng Hao
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences
AAAI 2024 ·
Yuequn Liu
, Ruichu Cai,
Wei Chen
,
Jie Qiao
,
Yuguang Yan
,
Zijian Li
,
Keli Zhang
,
Zhifeng Hao
Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples
AAAI 2024 · Ruichu Cai,
Yuxuan Zhu
,
Jie Qiao
,
Zefeng Liang
,
Furui Liu
,
Zhifeng Hao