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2026 顶会论文

作者位次 #3/6ICLR 2026Poster· Deep Learning / Attention Mechanisms

ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training

Feijiang Han · Xiaodong Yu · Jianheng Tang · Delip Rao · Weihua Du · Lyle H. Ungar

一作ICLR 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

DeepAFL: Deep Analytic Federated Learning

Jianheng Tang · Yajiang Huang · Kejia Fan · Feijiang Han · Jiaxu Li · Jinfeng Xu · Run He · Anfeng Liu · Houbing Song · Huiping Zhuang · Yunhuai Liu

OpenReview

作者位次 #6/9SIGIR 2026Oral· Information Retrieval (Full)

Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation

Jinfeng Xu · Zheyu Chen · Shuo Yang · Jinze Li · Hewei Wang · Jianheng Tang · Wei Wang · Xiping Hu · Edith Cheuk-Han Ngai

摘要

Recent advancements in multimodal recommendations, which leverage diverse modality information to mitigate data sparsity and improve recommendation accuracy, have gained significant attention. However, existing multimodal recommendations overlook the critical role of user representation initializ...

效率与系统可解释性多模态OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity Data

Jianheng Tang · Shilong Tao · Zhe Feng · Haonan Sun · Menglu Wang · Zhanxing Zhu · Yunhuai Liu

检索与知识OpenReview

Jianheng Tang

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2026 顶会论文

ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training

DeepAFL: Deep Analytic Federated Learning

Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation

FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity Data

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