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2026 顶会论文

作者位次 #2/4NeurIPS 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

AdaWM: Few-Shot Adaptation of World Models to Unseen Dynamical Regimes

Zian Guan · Guozheng Li · Zilun Zhang · Zecong Tang

OpenReview

作者位次 #6/7NeurIPS 2026Poster

Towards Precise Knowledge Distillation for Large Language Models via Knowledge Probing

Jiajun Liu · Yao He · Wenjun Ke · Peng Wang · Ziyu Shang · Guozheng Li · Zijie Xu

可解释性强化学习与后训练检索与知识OpenReview

一作ACL 2026Poster· Natural Language Processing

On the Role of Discriminative Models in Generative Relation Extraction

Guozheng Li · Peng Wang · Zijie Xu · Jing Zhou · Jiajun Liu · Ziyu Shang

摘要

Relation extraction (RE) identifies semantic relations between entities in text, with existing methods falling into two main paradigms: discriminative and generative. Discriminative models encode sentences and entities into relation representations and classify the most likely relation, whereas g...

可解释性评测与基准检索与知识OpenReview 项目页

作者位次 #6/7AAAI 2026Poster· Artificial Intelligence

Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts

Jiajun Liu · Yao He · Wenjun Ke · Peng Wang · Ziyu Shang · Guozheng Li · Zijie Xu

强化学习与后训练检索与知识OpenReview

一作AAAI 2026Poster· Artificial Intelligence

K-STaR: Knowledge-Aware Self-Taught Reasoner

Guozheng Li · Xinyu Zhang

推理检索与知识OpenReview

作者位次 #4/8AAAI 2026Poster· Artificial Intelligence

Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models

Zijie Xu · Wenjun Ke · Peng Wang · Guozheng Li · Qingjian Ni · Jiajun Liu · Ziyu Shang · Jing Zhou

推理评测与基准检索与知识OpenReview

Guozheng Li

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