An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph. - Jiarui Jin; Jiarui Qin; Yuchen Fang; Kounianhua Du; Weinan Zhang 001; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (KDD, 2020)

Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network. - Jiarui Jin; Kounianhua Du; Weinan Zhang 001; Jiarui Qin; Yuchen Fang; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (CoRR, 2020)

Inductive Relation Prediction Using Analogy Subgraph Embeddings. - Jiarui Jin; Yangkun Wang; Kounianhua Du; Weinan Zhang 001; Zheng Zhang 001; David Wipf; Yong Yu 001; Quan Gan (ICLR, 2022)

Learning Enhanced Representation for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David P. Wipf (NeurIPS, 2022)

Learning Enhanced Representations for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David Wipf (CoRR, 2022)

GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network. - Jiarui Jin; Kounianhua Du; Weinan Zhang 001; Jiarui Qin; Yuchen Fang; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (ACM Trans. Inf. Syst., 2022)

CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models. - Lingyue Fu; Huacan Chai; Shuang Luo; Kounianhua Du; Weiming Zhang; Longteng Fan; Jiayi Lei; Renting Rui; Jianghao Lin; Yuchen Fang; Yifan Liu 008; Jingkuan Wang; et al. (CoRR, 2023)

ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation. - Jizheng Chen; Kounianhua Du; Jianghao Lin; Bo Chen 023; Ruiming Tang; Weinan Zhang 001; Yong Yu 001 (CIKM, 2024)

SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model. - Lingyue Fu; Hao Guan; Kounianhua Du; Jianghao Lin; Wei Xia 001; Weinan Zhang 001; Ruiming Tang; Yasheng Wang; Yong Yu 001 (CIKM, 2024)

DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation. - Kounianhua Du; Jizheng Chen; Jianghao Lin; Yunjia Xi; Hangyu Wang; Xinyi Dai; Bo Chen 023; Ruiming Tang; Weinan Zhang 001 (KDD, 2024)

ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation. - Jianghao Lin; Rong Shan; Chenxu Zhu; Kounianhua Du; Bo Chen 023; Shigang Quan; Ruiming Tang; Yong Yu 001; Weinan Zhang 001 (WWW, 2024)

CodeGRAG: Extracting Composed Syntax Graphs for Retrieval Augmented Cross-Lingual Code Generation. - Kounianhua Du; Renting Rui; Huacan Chai; Lingyue Fu; Wei Xia 001; Yasheng Wang; Ruiming Tang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2024)

Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation. - Qingyao Li; Wei Xia 001; Kounianhua Du; Qiji Zhang; Weinan Zhang 001; Ruiming Tang; Yong Yu 001 (CoRR, 2024)

Extracting Essential and Disentangled Knowledge for Recommendation Enhancement. - Kounianhua Du; Jizheng Chen; Jianghao Lin; Menghui Zhu; Bo Chen 023; Shuai Li 010; Ruiming Tang (CoRR, 2024)

ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation. - Jizheng Chen; Kounianhua Du; Jianghao Lin; Bo Chen 023; Ruiming Tang; Weinan Zhang 001 (CoRR, 2024)

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation. - Qingyao Li; Wei Xia 001; Kounianhua Du; Xinyi Dai; Ruiming Tang; Yasheng Wang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2024)

Agentic Information Retrieval. - Weinan Zhang 001; Junwei Liao; Ning Li 029; Kounianhua Du (CoRR, 2024)

Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning. - Jiachen Zhu 001; Congmin Zheng; Jianghao Lin; Kounianhua Du; Ying Wen 001; Yong Yu 001; Jun Wang 012; Weinan Zhang 001 (ACL (Findings), 2025)

DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation. - Jizheng Chen; Kounianhua Du; Xinyi Dai; Weiming Zhang; Xihuai Wang; Yasheng Wang; Ruiming Tang; Weinan Zhang 001; Yong Yu 001 (ACL (1), 2025)

Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation. - Kounianhua Du; Hanjing Wang; Jianxing Liu; Jizheng Chen; Xinyi Dai; Yasheng Wang; Ruiming Tang; Yong Yu 001; Jun Wang 012; Weinan Zhang 001 (ACL (Findings), 2025)

LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis. - Weiming Zhang; Lingyue Fu; Qingyao Li; Kounianhua Du; Jianghao Lin; Jingwei Yu; Wei Xia 001; Weinan Zhang 001; Ruiming Tang; Yong Yu 001 (CoRR, 2025)

NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging. - Weiming Zhang; Qingyao Li; Xinyi Dai; Jizheng Chen; Kounianhua Du; Weinan Zhang 001; Weiwen Liu; Yasheng Wang; Ruiming Tang; Yong Yu 001 (CoRR, 2025)

MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation. - Ning Li 029; Xiangmou Qu; Jiamu Zhou; Jun Wang 012; Muning Wen; Kounianhua Du; Xingyu Lou; Qiuying Peng; Jun Wang 012; Weinan Zhang 001 (CoRR, 2025)

Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases. - Ning Li 029; Kounianhua Du; Han Zhang 057; Quan Gan; Minjie Wang; David Wipf; Weinan Zhang 001 (CoRR, 2025)