2026 顶会论文
7作者位次 #4/5ICLR 2026Oral· General Machine Learning / Transfer, Multitask and Meta-learning
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
Weiduo Liao · Fei Han · Hisao Ishibuchi · Qingfu Zhang · Ying Wei
作者位次 #6/6ICLR 2026Poster· Reinforcement Learning / Everything Else
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
Qinglong Hu · Tong Xialiang · Mingxuan Yuan · Fei Liu · Zhichao Lu · Qingfu Zhang
作者位次 #4/4KDD 2026Oral· Knowledge Discovery & Data Mining
Learning to Reduce Search Space for Generalizable Neural Routing Solver
Changliang Zhou · Xi Lin · Zhenkun Wang · Qingfu Zhang
作者位次 #2/3AAAI 2026Poster· Artificial Intelligence
CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models
Ping Guo · Qingfu Zhang · Xi Lin
作者位次 #4/4AAAI 2026Poster· Artificial Intelligence
Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
Bo Xue · Yuanyu Wan · Zhichao Lu · Qingfu Zhang
作者位次 #3/3AAAI 2026Poster· Artificial Intelligence
Parametric Pareto Set Learning for Expensive Multi-Objective Optimization
Ji Cheng · Bo Xue · Qingfu Zhang
作者位次 #3/5AAAI 2026Poster· Artificial Intelligence
EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design
Fei Liu · Yilu Liu · Qingfu Zhang · Xialiang Tong · Mingxuan Yuan