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2026 顶会论文

作者位次 #2/3ICLR 2026Poster· Applications / Time Series

FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting

Huiqiang Wang · Jieming Shi · Qing Li

检索与知识OpenReview

作者位次 #2/2ICLR 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

Prior-free Tabular Test-time Adaptation

Rundong He · Jieming Shi

OpenReview

作者位次 #4/4ICLR 2026Poster· Applications / Everything Else

Token-Efficient Long-Term Interest Sketching and Internalized Reasoning for LLM-based Recommendation

Zhihao Ding · Jinming Li · Shuai Mu · Jieming Shi

推理效率与系统OpenReview

作者位次 #4/4ACL 2026Poster· Natural Language Processing

F lex G uard: Continuous Risk Scoring for Strictness-Adaptive LLM Content Moderation

Zhihao Ding · Jinming Li · Ze Lu · Jieming Shi

摘要

Ensuring the safety of LLM-generated content is essential for real-world deployment. Most existing guardrail models formulate moderation as a fixed binary classification task, implicitly assuming a fixed definition of harmfulness. In practice, enforcement strictness—how conservatively harmfulness...

安全评测与基准对齐与偏好OpenReview 项目页

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

Efficient GPU-Accelerated Adaptive Minimum Cost Seed Selection

Gongyao Guo · Chen Feng · Yiran Li · Jieming Shi

效率与系统OpenReview

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

Efficient GPU-Accelerated Local Subgraph Counting

Qiao He · Yiran Li · Man Lung Yiu · Jieming Shi

效率与系统OpenReview

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

Efficient Approximation Algorithms for Adaptive Minimum Cost Seed Selection via mRR-set Updates

Chen Feng · Gongyao Guo · Yiran Li · Jieming Shi · Sibo Wang

效率与系统检索与知识OpenReview

作者位次 #2/3KDD 2026Oral· Knowledge Discovery & Data Mining

UNITE: A Unified Framework for Accurate and Efficient Origin-Destination and Route Travel Time Estimation

Wei Tian · Jieming Shi · Man Lung Yiu