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2026 顶会论文

作者位次 #4/4NeurIPS 2026Poster

MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic

SHUAI LIU · Ning Cao · Yue Jiang · Gao Cong

OpenReview

作者位次 #8/8SIGIR 2026Poster· Information Retrieval (Industry)

Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising

Zhaoqi Zhang · Jiaming Deng · Miao Xie · Linyou Cai · Qianlong Xie · Xingxing Wang · Siqiang Luo · Gao Cong

摘要

Guaranteed display advertising is crucial for platform monetization, yet existing methods often operate under a single-slot assumption, limiting their ability to optimize allocation across multi-slot page views. In this paper, we propose a novel joint optimization framework for multi-slot GD allo...

可解释性效率与系统检索与知识OpenReview

作者位次 #3/3VLDB 2026Oral· Data Management (REG)

TATA: An Efficient Framework for Task Transfer in Query Plan Representation

Yue Zhao · Songsong Mo · Gao Cong

可解释性效率与系统OpenReview

作者位次 #2/5VLDB 2026Oral· Data Management (REG)

BBC: Improving Large-푘 Approximate Nearest Neighbor Search with a Bucket-based Result Collector

Ziqi Yin · Gao Cong · Kai Zeng · Jinwei Zhu · Bin Cui

检索与知识OpenReview

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

Towards Industrial-Scale Parametric Query Optimization

Songsong Mo · Quanqing Xu · Xuchen Ding · Yue Zhao · Zhifeng Bao · Chuanhui Yang · Gao Cong

OpenReview

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

Demonstrating TOFFEE: A Learned System for Synthesizing Data Agent Trajectories at Scale

Ziting Wang · Yin Li · Zuhao Yang · Xiuchang Li · Jiale Bai · Gao Cong

智能体与工具OpenReview

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

ARCADE: A Real-Time Data System for Hybrid and Continuous Query Processing across Diverse Data Modalities

Jingyi Yang · Songsong Mo · Jiachen Shi · Zihao Yu · Kunhao Shi · Gao Cong · Xuchen Ding

OpenReview

作者位次 #4/5KDD 2026Oral· Knowledge Discovery & Data Mining

Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?

Shuo Liu · Di Yao · Yan Lin · Gao Cong · Jingping Bi

多模态检索与知识OpenReview

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

CausalPOI: Spatio-Temporal Graph-Based Causal Modeling for Cold-Start POI Check-in Forecasting

Zhaoqi Zhang · Miao Xie · Yi Li · Linyou Cai · Siqiang Luo · Gao Cong

检索与知识OpenReview

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

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

Tianxing Bu · Zhaoqi Zhang · Linyou Cai · Miao Xie · Shengri Xue · Tan Qu · Qianlong Xie · Xingxing Wang · Siqiang Luo · Gao Cong

检索与知识OpenReview

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

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data

Ziting Wang · Shize Zhang · Haitao Yuan · Jinwei Zhu · Wei Dong · Gao Cong

智能体与工具评测与基准检索与知识OpenReview

Gao Cong

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2026 顶会论文

MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic

Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising

TATA: An Efficient Framework for Task Transfer in Query Plan Representation

BBC: Improving Large-푘 Approximate Nearest Neighbor Search with a Bucket-based Result Collector

Towards Industrial-Scale Parametric Query Optimization

Demonstrating TOFFEE: A Learned System for Synthesizing Data Agent Trajectories at Scale

ARCADE: A Real-Time Data System for Hybrid and Continuous Query Processing across Diverse Data Modalities

Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?

CausalPOI: Spatio-Temporal Graph-Based Causal Modeling for Cold-Start POI Check-in Forecasting

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data

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