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2026 顶会论文

作者位次 #6/7ICML 2026Poster· Deep Learning / Algorithms

pTNAS: Progressive Neural Architecture Search for Tabular Data

Naili Xing · Shaofeng Cai · Lingze Zeng · Jiaqi Zhu · Peng LU · Jian Pei · Beng Chin Ooi

检索与知识长上下文与架构OpenReview

作者位次 #7/8VLDB 2026Oral· Data Management (REG)

NeurIDA: Dynamic Modeling for Effective In-Database Analytics

Lingze Zeng · Shaofeng Cai · Naili Xing · Jiaqi Zhu · Gang Chen · Peng Lu · Jian Pei · Beng Chin Ooi

OpenReview

作者位次 #2/4VLDB 2026Oral· Data Management (REG)

Finding Non-Redundant Simpson's Paradox in Multidimensional Data

Yi Yang · Jian Pei · Jun Yang · Jichun Xie

OpenReview

作者位次 #4/4VLDB 2026Oral· Data Management (REG)

Local Shapley: Model-Induced Locality and Optimal Reuse in Data Valuation

Xuan Yang · Hsi-Wen Chen · Ming-syan Chen · Jian Pei

OpenReview

作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

Counterfactual Analysis on Large Graphs

Hsi-Wen Chen · Jian Pei · De-Nian Yang · Ming-syan Chen

检索与知识OpenReview

作者位次 #10/11KDD 2026Oral· Knowledge Discovery & Data Mining

Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues

Chuanrui Hu · Tong Li · Xingze Gao · Hongda Chen · Yi Bai · Dannong Xu · Tianwei Lin · Xiaohong Li · Yunyun Han · Jian Pei · Yafeng Deng

检索与知识评测与基准OpenReview

作者位次 #5/8KDD 2026Oral· Knowledge Discovery & Data Mining

MPCEval: A Benchmark for Multi-Party Conversation Generation

Minxing Zhang · Yi Yang · Zhuofan Jia · Xuan Yang · Jian Pei · Yuchen Zang · Xingwang Deng · Xianglong Chen

评测与基准检索与知识OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

The KDD 2026 Data Theme Day

Jian Pei

检索与知识OpenReview

作者位次 #2/2KDD 2026Oral· Knowledge Discovery & Data Mining

The KDD 2026 Panel Beyond Scaling - What Will Define the Next Decade of AI? New Frontiers in Knowledge Discovery from Data

Vipin Kumar · Jian Pei

检索与知识OpenReview

作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

Trustworthy LLM-Based Agents for Data-Centric AI

Tianlong Chen · Jian Pei · Minxing Zhang · Liang Zhao

智能体与工具检索与知识OpenReview

作者位次 #4/4KDD 2026Oral· Knowledge Discovery & Data Mining

Data Valuation for Generative Models

Bingxue Zhang · Feida Zhu · Zhenzhe Zheng · Jian Pei

检索与知识OpenReview

作者位次 #5/6KDD 2026Oral· Knowledge Discovery & Data Mining

Deep Multiple Clustering: From Foundations to Context-Aware Approaches

Bangyu Zou · Jiawei Yao · Huiji Gao · Qi Qian · Jian Pei · Juhua Hu

检索与知识OpenReview

Jian Pei

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2026 顶会论文

pTNAS: Progressive Neural Architecture Search for Tabular Data

NeurIDA: Dynamic Modeling for Effective In-Database Analytics

Finding Non-Redundant Simpson's Paradox in Multidimensional Data

Local Shapley: Model-Induced Locality and Optimal Reuse in Data Valuation

Counterfactual Analysis on Large Graphs

Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues

MPCEval: A Benchmark for Multi-Party Conversation Generation

The KDD 2026 Data Theme Day

The KDD 2026 Panel Beyond Scaling - What Will Define the Next Decade of AI? New Frontiers in Knowledge Discovery from Data

Trustworthy LLM-Based Agents for Data-Centric AI

Data Valuation for Generative Models

Deep Multiple Clustering: From Foundations to Context-Aware Approaches

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