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Wang, Ya
7 publications
TMLR
2026
Concept Flow Models: Anchoring Concept-Based Reasoning with Hierarchical Bottlenecks
Ya Wang
,
Adrian Paschke
NeurIPS
2025
HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization
Zhijian Zhuo
,
Yutao Zeng
,
Ya Wang
,
Sijun Zhang
,
Xiaoqing Li
,
Jian Yang
,
Zhou Xun
,
Jinwen Ma
ICML
2025
Over-Tokenized Transformer: Vocabulary Is Generally Worth Scaling
Hongzhi Huang
,
Defa Zhu
,
Banggu Wu
,
Yutao Zeng
,
Ya Wang
,
Qiyang Min
,
Zhou Xun
ICLR
2025
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
Zhijian Zhuo
,
Ya Wang
,
Yutao Zeng
,
Xiaoqing Li
,
Xun Zhou
,
Jinwen Ma
IJCAI
2025
Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
Xin Huang
,
Ruibin Li
,
Tong Jia
,
Wei Zheng
,
Ya Wang
CVPRW
2022
Reconstruct from Top View: A 3D Lane Detection Approach Based on Geometry Structure Prior
Chenguang Li
,
Jia Shi
,
Ya Wang
,
Guangliang Cheng
AAAI
2020
Multi-Label Classification with Label Graph Superimposing
Ya Wang
,
Dongliang He
,
Fu Li
,
Xiang Long
,
Zhichao Zhou
,
Jinwen Ma
,
Shilei Wen