Kdd 2026 Mapping Llm Capability

Media Summary: Tianxi Gao, Yufan Cai, Yusi Yuan, Jin Song Dong. Qingbin Zeng, Yuwei Yan, Zhiheng Zheng, Jingzhe Yuan, Jun Zhang, Jie Feng, Fengli Xu, James Evans, Yong Li. Wei Wu, Peilun Zhou, Liyi Chen, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong.

Kdd 2026 Mapping Llm Capability - Detailed Analysis & Overview

Tianxi Gao, Yufan Cai, Yusi Yuan, Jin Song Dong. Qingbin Zeng, Yuwei Yan, Zhiheng Zheng, Jingzhe Yuan, Jun Zhang, Jie Feng, Fengli Xu, James Evans, Yong Li. Wei Wu, Peilun Zhou, Liyi Chen, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong. Deguo Xia, Zihan Li, Haochen Zhao, Dong Xie, Yuyao Kong, Xiyan Liu, Jizhou Huang, Mengmeng Yang, Diange Yang. Weihao Jiang, Huizhao Wang, Zhihui Hu, Wenyu Hu, Yao Fu, Jiang Zhu, Jun Xiao. Xuan-May Le, Minh-Tuan Tran, Ling Luo, Uwe Aickelin, Dinh Phung, Trung Le.

Wentao Zhang, Jingyuan Wang, Zetong Zhou, Jiahao Ji, Junjie Wu. Hojung Shin, Taeri Kim, Jebum Choi, Hyunjoon Kim, Sang-Wook Kim. Jie Jiang, Jun Zhang, Yi Li, Yue Liu, Changping Wang, Yuan Wang, Yuling Xiong, Xun Liu, Haiyang Wu, Qian Li, Enming Zhang, ... Jingqi Feng, Guang Yang, Yukai Huang, Sicheng Liang, Chunpu Huang, Ming Yan, Wu Jie. Yan Zhang, Xiaoye Miao, Yanming Yu, Yongheng Shang. This is Bwan Solar a multimodal framework for day-to-head solar arradiance forecasting presented at

Alexander Panyshev, Dmitry Vinichenko, Oleg Travkin, Roman Alferov, Alexey Zaytsev.

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KDD 2026 - Mapping LLM Capability Frontiers via Formalized and Calibrated Probes

KDD 2026 - Designing A Scalable LLM Agent Framework for Large-scale Urban Segregation Simulation

KDD 2026 - Aligning Large Language Models with Searcher Preferences

KDD 2026 - MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

KDD 2026 - Beyond Language Processing: LLMs Rules-Injected Instruction Tuning for Traffic Prediction

KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting

KDD 2026 - See to Solve: A Geometry-Aware Vision-Language Agent for Real-World Routing Problem

KDD 2026 - RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation

KDD 2026-GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recom.

KDD 2026-OrionInfer: Low-Overhead Parallelism Switching and Live Migration for Efficient LLM Serving

KDD 2026 - Balanced Multimodal Federated Learning: An Efficient and Noise-Resilient Approach

KDD 2026-Integrating Weather Found. Model andSatellite to Enable Fine-Grained SolarIrradiance Forec.

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KDD 2026 - Mapping LLM Capability Frontiers via Formalized and Calibrated Probes

KDD 2026 - Mapping LLM Capability Frontiers via Formalized and Calibrated Probes

Tianxi Gao, Yufan Cai, Yusi Yuan, Jin Song Dong.

KDD 2026 - Designing A Scalable LLM Agent Framework for Large-scale Urban Segregation Simulation

KDD 2026 - Designing A Scalable LLM Agent Framework for Large-scale Urban Segregation Simulation

Qingbin Zeng, Yuwei Yan, Zhiheng Zheng, Jingzhe Yuan, Jun Zhang, Jie Feng, Fengli Xu, James Evans, Yong Li.

KDD 2026 - Aligning Large Language Models with Searcher Preferences

KDD 2026 - Aligning Large Language Models with Searcher Preferences

Wei Wu, Peilun Zhou, Liyi Chen, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong.

KDD 2026 - MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

KDD 2026 - MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

Deguo Xia, Zihan Li, Haochen Zhao, Dong Xie, Yuyao Kong, Xiyan Liu, Jizhou Huang, Mengmeng Yang, Diange Yang.

KDD 2026 - Beyond Language Processing: LLMs Rules-Injected Instruction Tuning for Traffic Prediction

KDD 2026 - Beyond Language Processing: LLMs Rules-Injected Instruction Tuning for Traffic Prediction

Weihao Jiang, Huizhao Wang, Zhihui Hu, Wenyu Hu, Yao Fu, Jiang Zhu, Jun Xiao.

KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting

KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting

Xuan-May Le, Minh-Tuan Tran, Ling Luo, Uwe Aickelin, Dinh Phung, Trung Le.

KDD 2026 - See to Solve: A Geometry-Aware Vision-Language Agent for Real-World Routing Problem

KDD 2026 - See to Solve: A Geometry-Aware Vision-Language Agent for Real-World Routing Problem

Wentao Zhang, Jingyuan Wang, Zetong Zhou, Jiahao Ji, Junjie Wu.

KDD 2026 - RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation

KDD 2026 - RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation

Hojung Shin, Taeri Kim, Jebum Choi, Hyunjoon Kim, Sang-Wook Kim.

KDD 2026-GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recom.

KDD 2026-GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recom.

Jie Jiang, Jun Zhang, Yi Li, Yue Liu, Changping Wang, Yuan Wang, Yuling Xiong, Xun Liu, Haiyang Wu, Qian Li, Enming Zhang, ...

KDD 2026-OrionInfer: Low-Overhead Parallelism Switching and Live Migration for Efficient LLM Serving

KDD 2026-OrionInfer: Low-Overhead Parallelism Switching and Live Migration for Efficient LLM Serving

Jingqi Feng, Guang Yang, Yukai Huang, Sicheng Liang, Chunpu Huang, Ming Yan, Wu Jie.

KDD 2026 - Balanced Multimodal Federated Learning: An Efficient and Noise-Resilient Approach

KDD 2026 - Balanced Multimodal Federated Learning: An Efficient and Noise-Resilient Approach

Yan Zhang, Xiaoye Miao, Yanming Yu, Yongheng Shang.

KDD 2026-Integrating Weather Found. Model andSatellite to Enable Fine-Grained SolarIrradiance Forec.

KDD 2026-Integrating Weather Found. Model andSatellite to Enable Fine-Grained SolarIrradiance Forec.

This is Bwan Solar a multimodal framework for day-to-head solar arradiance forecasting presented at

KDD 2026 - Never Skip a Batch: Dense Learning of Temporal GNNs via Adaptive Pseudo-Supervision

KDD 2026 - Never Skip a Batch: Dense Learning of Temporal GNNs via Adaptive Pseudo-Supervision

Alexander Panyshev, Dmitry Vinichenko, Oleg Travkin, Roman Alferov, Alexey Zaytsev.