# Jingjing Li Computer Network Information Center, [[Chinese Academy of Sciences]] 所属の研究者(メール [email protected])。HeaRank 論文([[@2026__arXiv__Don't Predict, Prioritize - Rethinking GPU Reliability Assessment]]、KDD '26 V.2)の共著者として、[[Difeng Ma]]・[[Changhua Pei]] らと共同で GPU 障害リスクランキングモデル HeaRank の研究に参加した。(Source: [[@2026__arXiv__Don't Predict, Prioritize - Rethinking GPU Reliability Assessment]]) TSRBench 論文([[@2026__KDD__TSRBench : Benchmarking Time-Series Retrieval]]、KDD '26 V.2)の共著者([email protected]、同一メールアドレス)。[[Changhua Pei]]・[[Dan Pei]]・[[Gaogang Xie]] らと共に時系列検索ベンチマークの構築に参加した。(Source: [[@2026__KDD__TSRBench : Benchmarking Time-Series Retrieval]]) TFC 論文([[@2026__KDD__Rethinking Time Series Anomaly Detection from a Dynamic Perspective - Temporal–Frequency–Curvature Fusion]]、KDD '26 V.2)の共著者([email protected]、同一メールアドレス)。[[Hang Cui]](筆頭)・[[Zexin Wang]](corresponding author)・[[Changhua Pei]]・[[Juncheng Hu]]・[[Haotian Si]]・[[Quan Zhou]]・[[Cenjie Hu]]・[[Dan Pei]]・[[Gaogang Xie]] らと共に、時間・周波数・曲率の3視点を統合する TSAD フレームワーク TFC の研究に参加した。(Source: [[@2026__KDD__Rethinking Time Series Anomaly Detection from a Dynamic Perspective - Temporal–Frequency–Curvature Fusion]]) TSLoc 論文([[@2026__KDD__TSLoc - Self-Supervised Faulty Node Localization Framework in Large-scale Training Clusters]]、KDD 2026)の共著者。[[Quan Zhou]](筆頭)・[[Changhua Pei]](corresponding author)らと共同で、自己教師あり障害箇所特定フレームワーク TSLoc の研究に参加した。(Source: [[@2026__KDD__TSLoc - Self-Supervised Faulty Node Localization Framework in Large-scale Training Clusters]]) RouterOPS 論文([[@2026__SIGCOMM Posters and Demos__Predict Boldly, Recover Cautiously : Fast On-Router Route Anomaly Prediction and Recovery]]、SIGCOMM Posters and Demos '26)の共著者。[[Hang Cui]](筆頭)・[[Cenjie Hu]]・[[Zexin Wang]]・[[Juncheng Hu]]・[[Dan Pei]]・[[Changhua Pei]]・[[Gaogang Xie]] との共同で、ルーターネイティブ軽量 AIOps フレームワーク RouterOPS の研究に参加した。(Source: [[@2026__SIGCOMM Posters and Demos__Predict Boldly, Recover Cautiously : Fast On-Router Route Anomaly Prediction and Recovery]]) LongRCA Bench 論文([[@2026__arXiv__LongRCA Bench - Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures]]、arXiv 2026-08)の共著者。[[Yunfei Zhang]]・[[Boyu Feng]](共同筆頭)・[[Changhua Pei]](corresponding author)・[[Zexin Wang]]・[[Difeng Ma]]・[[Gaogang Xie]]・[[Dan Pei]] との共同で、LLM マルチエージェントシステムの長軌跡失敗診断ベンチマーク LongRCA Bench の構築に参加した。(Source: [[@2026__arXiv__LongRCA Bench - Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures]]) ## 関連 - ソース: [[@2026__arXiv__LongRCA Bench - Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures]] / [[@2026__KDD__Rethinking Time Series Anomaly Detection from a Dynamic Perspective - Temporal–Frequency–Curvature Fusion]] / [[@2026__arXiv__Don't Predict, Prioritize - Rethinking GPU Reliability Assessment]] / [[@2026__KDD__TSRBench : Benchmarking Time-Series Retrieval]] / [[@2026__KDD__TSLoc - Self-Supervised Faulty Node Localization Framework in Large-scale Training Clusters]] / [[@2026__SIGCOMM Posters and Demos__Predict Boldly, Recover Cautiously : Fast On-Router Route Anomaly Prediction and Recovery]] / [[@2026__WWW2026__ViTs - Teaching Machines to See Time Series Anomalies Like Human Experts]] - 所属: [[Chinese Academy of Sciences]] - 共著者: [[Difeng Ma]] / [[Changhua Pei]] / [[Gaogang Xie]] / [[Dan Pei]] / [[Hang Cui]] / [[Haotian Si]]