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2026 顶会论文

作者位次 #2/4ICLR 2026Poster· Applications / Physics

OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs

Ying Pang · Jingyuan Wang · Jiahao Ji · Fanhao Mu

OpenReview

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

Dynamic Positional Attention Modulation for Parameter-Efficient Fine-Tuning of Large Language Models

Dayan Pan · Jingyuan Wang · Xie Yu

强化学习与后训练效率与系统检索与知识OpenReview

作者位次 #3/5KDD 2026Oral· Knowledge Discovery & Data Mining

SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems

Yibang Tang · Yifan Yang · Jingyuan Wang · Junhua Chen · Zhen Zhao

检索与知识OpenReview

作者位次 #3/4KDD 2026Oral· Knowledge Discovery & Data Mining

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

Dayan Pan · Hongkang Su · Jingyuan Wang · Xie Yu

智能体与工具评测与基准检索与知识OpenReview

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

MoE-Pointer: Seq2Seq Reinforcement Learning for Dynamic Multi-Echelon Pickup-and-Delivery with Courier-Drone Relay

Rui Bai · Jingyuan Wang · Lu Zhen

强化学习与后训练效率与系统检索与知识OpenReview

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

Learning from Global History: A Mixture of Experts Approach to Model Structural Factors for Macroeconomic Forecasting

Chen Yang · Jingyuan Wang · Lin William Cong

检索与知识效率与系统OpenReview

作者位次 #2/5KDD 2026Oral· Knowledge Discovery & Data Mining

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

Wentao Zhang · Jingyuan Wang · Zetong Zhou · Jiahao Ji · Junjie Wu

智能体与工具多模态检索与知识OpenReview

作者位次 #2/3AAAI 2026Poster· Artificial Intelligence

Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning

Jingtian Ma · Jingyuan Wang · Leong Hou U

可解释性OpenReview

作者位次 #2/6AAAI 2026Poster· Artificial Intelligence

RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models

Dayan Pan · Jingyuan Wang · Yilong Zhou · Jiawei Cheng · an Jiaotong University) · an Jiaotong University)

强化学习与后训练效率与系统OpenReview

作者位次 #8/8AAAI 2026Poster· Artificial Intelligence

Re-architecting Personalized Federated Learning for Demanding Edge Environments

Quyang Pan · Sheng Sun · Tingting Wi · Zhiyuan Wu · Yuwei Wang · Min Liu · Bo Gao · Jingyuan Wang

对齐与偏好OpenReview

Jingyuan Wang

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2026 顶会论文

OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs

Dynamic Positional Attention Modulation for Parameter-Efficient Fine-Tuning of Large Language Models

SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

MoE-Pointer: Seq2Seq Reinforcement Learning for Dynamic Multi-Echelon Pickup-and-Delivery with Courier-Drone Relay

Learning from Global History: A Mixture of Experts Approach to Model Structural Factors for Macroeconomic Forecasting

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

Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning

RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models

Re-architecting Personalized Federated Learning for Demanding Edge Environments

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