JS
Jiajun Shen
cs.LGcs.CVcs.CLcs.AIstat.MLcs.DCcs.SIAnatomical Therapeutic ChemicalATC Classificationcs.GR
On Valency
published · living versionsW_nnraux5d·v1 · currentpublished
Assessing the CAD Capabilities of General-Purpose AI Models: A Case Study of GPT-6 Astra
with Qiang Zou, Zhijie Yang, Yuhao Wang, Shitianyi Leng +1
1 version
Preprints & journals
31 papers in the corpus · 2015–2026Assessing the CAD Capabilities of General-Purpose AI Models: A Case Study of GPT-6 Astra2610.24451v1 · Qiang Zou, Jiajun Shen, Zhijie Yang et al.2026 · 0 citationsarXivon Valency
Latent Space Communication via K-V Cache Alignment2601.06123v1 · Lucio M. Dery, Zohar Yahav, Henry Prior et al.2026 · 0 citationsarXiv
LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation2510.03432v1 · Jiajun Shen, Yufei Jin, Yi He et al.2025 · 1 citationarXiv
HGEN: Heterogeneous Graph Ensemble Networks2509.09843v1 · Jiajun Shen, Yufei Jin, Yi He et al.2025 · 3 citationsarXiv
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch2501.18512v1 · Arthur Douillard, Yanislav Donchev, Keith Rush et al.2025 · 0 citationsarXiv
DiPaCo: Distributed Path Composition2403.10616v1 · Arthur Douillard, Qixuan Feng, Andrei A. Rusu et al.2024 · 0 citationsarXiv
Asynchronous Local-SGD Training for Language Modeling2401.09135v2 · Bo Liu, Rachita Chhaparia, Arthur Douillard et al.2024 · 0 citationsarXiv
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames2312.07395v2 · Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak et al.2023 · 19 citationsarXiv
DiLoCo: Distributed Low-Communication Training of Language Models2311.08105v3 · Arthur Douillard, Qixuan Feng, Andrei A. Rusu et al.2023 · 9 citationsarXiv
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning2307.07393v1 · Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmao et al.2023 · 30 citationsarXiv
Source-Aware Embedding Training on Heterogeneous Information Networks2307.04336v1 · Tsai Hor Chan, Chi Ho Wong, Jiajun Shen et al.2023 · 7 citationsarXiv
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime2305.02297v1 · Chuhan Zhang, Antoine Miech, Jiajun Shen et al.2023 · 0 citationsarXiv
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model2303.08856v1 · Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub et al.2023 · 1 citationarXiv
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research2211.11747v2 · Jorg Bornschein, Alexandre Galashov, Ross Hemsley et al.2022 · 3 citationsarXiv
SL3D: Self-supervised-Self-labeled 3D Recognition2210.16810v3 · Fernando Julio Cendra, Lan Ma, Jiajun Shen et al.2022 · 3 citationsarXiv
Identifying the kind behind SMILES-anatomical therapeutic chemical classification using structure-only representations.36027578 · Cao, Yi, Yang, Zhen-Qun, Zhang, Xu-Lu et al.2022 · 10 citationsBriefings in bioinformatics. 2022;23(5)
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing2207.09935v1 · Xin Yu, Peng Dai, Wenbo Li et al.2022 · 92 citationsarXiv
Federated Self-supervised Learning for Video Understanding2207.01975v2 · Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen et al.2022 · 14 citationsarXiv
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint2206.04295v1 · Xingbo Dong, Zhihui Miao, Lan Ma et al.2022 · 8 citationsarXiv
Parallelization of Machine Learning Algorithms Respectively on Single Machine and Spark2206.07090v2 · Jiajun Shen2022 · 0 citationsarXiv
Video Demoireing with Relation-Based Temporal Consistency2204.02957v1 · Peng Dai, Xin Yu, Lan Ma et al.2022 · 26 citationsarXiv
Abandoning the Bayer-Filter to See in the Dark2203.04042v2 · Xingbo Dong, Wanyan Xu, Zhihui Miao et al.2022 · 76 citationsarXiv
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation2112.12845v5 · Wentao Ning, Reynold Cheng, Jiajun Shen et al.2021 · 20 citationsarXiv
Interpretable performance analysis towards offline reinforcement learning: A dataset perspective2105.05473v1 · Chenyang Xi, Bo Tang, Jiajun Shen et al.2021 · 1 citationarXiv
Scalable Graph Neural Networks for Heterogeneous Graphs2011.09679v1 · Lingfan Yu, Jiajun Shen, Jinyang Li et al.2020 · 22 citationsarXiv
Facebook AI's WAT19 Myanmar-English Translation Task Submission1910.06848v1 · Peng-Jen Chen, Jiajun Shen, Matt Le et al.2019 · 27 citationsarXiv
Revisiting Self-Training for Neural Sequence Generation1909.13788v3 · Junxian He, Jiatao Gu, Jiajun Shen et al.2019 · 187 citationsarXiv
The Source-Target Domain Mismatch Problem in Machine Translation1909.13151v2 · Jiajun Shen, Peng-Jen Chen, Matt Le et al.2019 · 15 citationsarXiv
PyTorch-BigGraph: A Large-scale Graph Embedding System1903.12287v3 · Adam Lerer, Ledell Wu, Jiajun Shen et al.2019 · 247 citationsProceedings of The Conference on Systems and Machine Learning, 2019
Deformable Classifiers1712.06715v1 · Jiajun Shen, Yali Amit2017 · 0 citationsarXiv
Telepresence Interaction by Touching Live Video Images1512.04334v2 · Yunde Jia, Bin Xu, Jiajun Shen et al.2015 · 5 citationsarXiv
Career total: 54 works. 31 are in this corpus.
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