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2026 顶会论文

作者位次 #6/6ICML 2026Poster· General Machine Learning / Unsupervised and Semi-supervised Learning

Automatic Unsupervised Ensemble Outlier Model Selection

Hong-Phuc Phan · Tuan-Anh Vu · Tung Kieu · Sơn Hà Xuân · Bin Yang · Christian S. Jensen

OpenReview

作者位次 #8/8ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Position: Reliable AI Needs to Externalize Implicit Knowledge: A Human–AI Collaboration Perspective

Hengyu Liu · TIANYI LI · Zhihong Cui · Yushuai Li · Zhangkai Wu · Torben Pedersen · Kristian Torp · Christian S. Jensen

社会与人本可解释性检索与知识OpenReview

作者位次 #6/7ICML 2026Poster· Applications / Time Series

PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering

Junkai Lu · Peng Chen · Xingjian Wu · Yang Shu · Chenjuan Guo · Christian S. Jensen · Bin Yang

推理对齐与偏好检索与知识OpenReview

作者位次 #6/6VLDB 2026Oral· Data Management (REG)

MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data

Hengyu Liu · TIANYI LI · Yuqiang He · Kristian Torp · Yushuai Li · Christian S. Jensen

OpenReview

作者位次 #6/6VLDB 2026Oral· Data Management (REG)

DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data

Chuanyi Lv · Huan Li · Dingyu Yang · Zhongle Xie · Lu Chen · Christian S. Jensen

效率与系统OpenReview

作者位次 #6/7VLDB 2026Oral· Data Management (REG)

Multimodal Knowledge Graph Completion via Relation-Aware Negative Sampling with Diffusion-based Interpolation

Qian Ma · Linfei Dai · Zhongming Yao · Yu Gu · TIANYI LI · Christian S. Jensen · Ge Yu

多模态检索与知识OpenReview

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

Replacing Multi-Step Assembly of Data Preparation Pipelines with One-Step LLM Pipeline Generation for Table QA

Fengyu Li · Junhao Zhu · Kaishi Song · Lu Chen · Zhongming Yao · TIANYI LI · Christian S. Jensen

OpenReview

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

PrivSTD: Differentially Private Spatio-temporal Trajectory Density Data Publication

Shuzhan Ye · Yujia Hu · Lu Chen · Yangyang Wu · Zhikun Zhang · TIANYI LI · Christian S. Jensen

OpenReview

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

TimeBlocks: Versatile and Continual Time-Series Blockbase

David Campos · Bin Yang · Tung Kieu · Lei Chen · Chenjuan Guo · Christian S. Jensen

检索与知识OpenReview

作者位次 #7/7KDD 2026OralHonorable Mention· Knowledge Discovery & Data Mining

EARTH: Accelerating Spatiotemporal Network K-function-based Analytics

Tsz Nam Chan · Hongwei Ye · Leong Hou U · Yun Peng · Dingming Wu · Jianliang Xu · Christian S. Jensen

检索与知识OpenReview

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

OneDB: A Distributed Multi-Metric Data Similarity Search System

Tang Qian · Yifan Zhu · Lu Chen · Xiangyu Ke · TIANYI LI · Christian S. Jensen

检索与知识OpenReview

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

REFINE: Trajectory Representation Learning via Closed-Loop Transcription

Sean Bin Yang · Ying Sun · Jilin Hu · Zongyi Xu · Kristian Torp · Hua Lu · Bin Yang · Christian S. Jensen

可解释性检索与知识OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity

Zhichen Lai · Hua Lu · Huan Li · Jialiang Li · Christian S. Jensen

OpenReview

Christian S. Jensen

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2026 顶会论文

Automatic Unsupervised Ensemble Outlier Model Selection

Position: Reliable AI Needs to Externalize Implicit Knowledge: A Human–AI Collaboration Perspective

PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering

MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data

DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data

Multimodal Knowledge Graph Completion via Relation-Aware Negative Sampling with Diffusion-based Interpolation

Replacing Multi-Step Assembly of Data Preparation Pipelines with One-Step LLM Pipeline Generation for Table QA

PrivSTD: Differentially Private Spatio-temporal Trajectory Density Data Publication

TimeBlocks: Versatile and Continual Time-Series Blockbase

EARTH: Accelerating Spatiotemporal Network K-function-based Analytics

OneDB: A Distributed Multi-Metric Data Similarity Search System

REFINE: Trajectory Representation Learning via Closed-Loop Transcription

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity

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