ZW
Zhengyang Wang
cs.LGcs.CLcs.AIcs.CVneurosciencestat.MLcs.IRcs.NEBrainCognitive neuroscience
On Valency
published · living versionsW_j3dbcrjk·v1 · currentpublished
Controlling Action-Head Co-Adaptation to VLM Representation Anisotropy
with Ruijie Zhang, Jiayin Zheng, Yequan Zhao, Liyan Tan +6
1 version
W_52e5fxrf·v1published
Preprints & journals
60 papers in the corpus · 2015–2025BOOST: BOttleneck-Optimized Scalable Training Framework for Low-Rank Large Language Models2512.12131v2 · Zhengyang Wang, Ziyue Liu, Ruijie Zhang et al.2025 · 0 citationsarXiv
Cross-species evidence for the refinement of intrinsic neural timescales supporting executive system maturation through adolescence.41427365 · McKeon, Shane D, Petrie, Daniel, Sydnor, Valerie J et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2025
Longitudinal measures of monkey brain structure and activity through adolescence predict cognitive maturation.41145886 · Zhu, Junda, Garin, Clément M, Qi, Xue-Lian et al.2025 · 5 citationsNature neuroscience. 2025;28(11):2344-2355
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates2509.18076v1 · Hy Dang, Tianyi Liu, Zhuofeng Wu et al.2025 · 2 citationsarXiv
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations2507.07030v1 · Fengran Mo, Yifan Gao, Chuan Meng et al.2025 · 13 citationsarXiv
PersonaAgent: Bridging Memory and Action for Personalized LLM Agents2506.06254v2 · Weizhi Zhang, Xinyang Zhang, Chenwei Zhang et al.2025 · 1 citationarXiv
LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing2505.21732v2 · Ruijie Zhang, Ziyue Liu, Zhengyang Wang et al.2025 · 1 citationarXiv
Increased frontoparietal activity related to lower performance in neuropsychological assessment of working memory.40288702 · Jurva, August, Singh, Balbir, Qian, Helen et al.2025 · 2 citationsNeuroImage. 2025;313:121240
Can Language Models Follow Multiple Turns of Entangled Instructions?2503.13222v3 · Chi Han, Xin Liu, Haodong Wang et al.2025 · 0 citationsarXiv
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation2502.10940v3 · Ziyue Liu, Ruijie Zhang, Zhengyang Wang et al.2025 · 0 citationsarXiv
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training2502.06589v1 · Yuchen Zhuang, Jingfeng Yang, Haoming Jiang et al.2025 · 1 citationarXiv
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter2501.15098v3 · Zihang Li, Yangdong Ruan, Wenjun Liu et al.2025 · 0 citationsarXiv
Frontoparietal activity related to neuropsychological assessment of working memory.39868084 · Jurva, August, Singh, Balbir, Qian, Helen et al.2025 · 0 citationsbioRxiv : the preprint server for biology. 2025
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models2410.20745v2 · Yilun Jin, Zheng Li, Chenwei Zhang et al.2024 · 7 citationsarXiv
Scaling Laws for Predicting Downstream Performance in LLMs2410.08527v2 · Yangyi Chen, Binxuan Huang, Yifan Gao et al.2024 · 0 citationsarXiv
RNR: Teaching Large Language Models to Follow Roles and Rules2409.13733v1 · Kuan Wang, Alexander Bukharin, Haoming Jiang et al.2024 · 0 citationsarXiv
Brain structure and activity predicting cognitive maturation in adolescence.39229176 · Zhu, Junda, Garin, Clément M, Qi, Xue-Lian et al.2025 · 4 citationsbioRxiv : the preprint server for biology. 2024
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs2408.00114v2 · Kewei Cheng, Jingfeng Yang, Haoming Jiang et al.2024 · 4 citationsarXiv
Relational Database Augmented Large Language Model2407.15071v1 · Zongyue Qin, Chen Luo, Zhengyang Wang et al.2024 · 0 citationsarXiv
Mesolimbic local field potentials are modulated by motor control10.1101/2024.07.02.601451v1 · Mann, L. G., Qian, H., Hughes, N. C. et al.2024 · 0 citationsbioRxiv
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery2406.08587v2 · Xiaoshuai Song, Muxi Diao, Guanting Dong et al.2024 · 0 citationsarXiv
Reward Circuit Local Field Potential Modulations Precede Risk Taking.38645237 · Hughes, Natasha C, Qian, Helen, Zargari, Michael et al.2025 · 1 citationbioRxiv : the preprint server for biology. 2024
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond2403.10667v2 · Tianxin Wei, Bowen Jin, Ruirui Li et al.2024 · 2 citationsarXiv
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering2402.11129v3 · Haoyu Wang, Ruirui Li, Haoming Jiang et al.2024 · 12 citationsarXiv
Knowledge Editing on Black-box Large Language Models2402.08631v2 · Xiaoshuai Song, Zhengyang Wang, Keqing He et al.2024 · 0 citationsarXiv
Brain-wide human oscillatory local field potential activity during visual working memory.38380249 · Singh, Balbir, Wang, Zhengyang, Madiah, Leen M et al.2025 · 9 citationsiScience. 2024;27(3):109130
Data Diversity Matters for Robust Instruction Tuning2311.14736v3 · Alexander Bukharin, Shiyang Li, Zhengyang Wang et al.2023 · 13 citationsarXiv
Language Models As Semantic Indexers2310.07815v3 · Bowen Jin, Hansi Zeng, Guoyin Wang et al.2023 · 2 citationsarXiv
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations2310.03518v1 · Jiachi Liu, Liwen Wang, Guanting Dong et al.2023 · 3 citationsarXiv
Brain-wide human oscillatory LFP activity during visual working memory.37732263 · Singh, Balbir, Wang, Zhengyang, Madiah, Leen M et al.2024 · 0 citationsbioRxiv : the preprint server for biology. 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs2307.01933v1 · Zijie Huang, Daheng Wang, Binxuan Huang et al.2023 · 10 citationsACL 2023
A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy2306.08604v1 · Enyan Dai, Limeng Cui, Zhengyang Wang et al.2023 · 11 citationsarXiv
Neuronal selectivity for stimulus information determines prefrontal LFP gamma power regardless of task execution.37169826 · Singh, Balbir, Wang, Zhengyang, Constantinidis, Christos2023 · 5 citationsCommunications biology. 2023;6(1):505
Second-Order Pooling for Graph Neural Networks.32750778 · Wang, Zhengyang, Ji, Shuiwang2023 · 97 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(6):6870-6880
SCOTT: Self-Consistent Chain-of-Thought Distillation2305.01879v4 · Peifeng Wang, Zhengyang Wang, Zheng Li et al.2023 · 48 citationsarXiv
Deep Low-Shot Learning for Biological Image Classification and Visualization From Limited Training Samples.34487501 · Cai, Lei, Wang, Zhengyang, Kulathinal, Rob et al.2023 · 14 citationsIEEE transactions on neural networks and learning systems. 2023;34(5):2528-2538
Self-Supervised Learning of Graph Neural Networks: A Unified Review.35476575 · Xie, Yaochen, Xu, Zhao, Zhang, Jingtun et al.2023 · 396 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(2):2412-2429
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping.35180077 · Xu, Xinyi, Wang, Zhengyang, Deng, Cheng et al.2023 · 19 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(1):1189-1200
Non-Local Graph Neural Networks.34882549 · Liu, Meng, Wang, Zhengyang, Ji, Shuiwang2022 · 167 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(12):10270-10276
Plasticity after cognitive training reflected in prefrontal local field potentials.36065179 · Singh, Balbir, Wang, Zhengyang, Qi, Xue-Lian et al.2023 · 9 citationsiScience. 2022;25(9):104929
Advanced graph and sequence neural networks for molecular property prediction and drug discovery.35179547 · Wang, Zhengyang, Liu, Meng, Luo, Youzhi et al.2022 · 123 citationsBioinformatics (Oxford, England). 2022;38(9):2579-2586
Strong Gamma Frequency Oscillations in the Adolescent Prefrontal Cortex.35197317 · Wang, Zhengyang, Singh, Balbir, Zhou, Xin et al.2022 · 15 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2022;42(14):2917-2929
Feedback-assisted transmission matrix measurement of a multimode fiber in a referenceless system.34780399 · Wang, Zhengyang, Wu, Daixuan, Huang, Guoqiang et al.2021 · 25 citationsOptics letters. 2021;46(22):5542-5545
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions.32091991 · Gao, Hongyang, Wang, Zhengyang, Cai, Lei et al.2021 · 81 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(8):2570-2581
Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization2102.09188v3 · Chen Wei, Kexin Lou, Zhengyang Wang et al.2021 · 31 citationsarXiv
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising2010.11971v1 · Yaochen Xie, Zhengyang Wang, Shuiwang Ji2020 · 47 citationsarXiv
CorDEL: A Contrastive Deep Learning Approach for Entity Linkage2009.07203v3 · Zhengyang Wang, Bunyamin Sisman, Hao Wei et al.2020 · 16 citationsarXiv
Global Voxel Transformer Networks for Augmented Microscopy2008.02340v2 · Zhengyang Wang, Yaochen Xie, Shuiwang Ji2020 · 42 citationsarXiv
Kronecker Attention Networks2007.08442v1 · Hongyang Gao, Zhengyang Wang, Shuiwang Ji2020 · 36 citationsarXiv
iCapsNets: Towards Interpretable Capsule Networks for Text Classification2006.00075v1 · Zhengyang Wang, Xia Hu, Shuiwang Ji2020 · 7 citationsarXiv
Career total: 102 works. 60 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.