Han-Jia Ye

38 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1173-1880 ↗Homepage ↗

Venues

ICML ×10 NeurIPS ×8 AAAI ×7 CVPR ×4 ICCV ×2 ICLR ×2 IJCAI ×2 WWW ×2 ACL ×1

Frequent coauthors

De-Chuan Zhan

×27

Da-Wei Zhou

×12

Hai-Long Sun

×6

Shiyin Lu

×5

Qingguo Chen

×5

Lan Li

×4

Yi-Kai Zhang

×4

Jun-Peng Jiang

×4

Weihua Luo

×4

Lu Han

×3

Kaifu Zhang

×3

Chao Yi

×3

Papers

BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning
AAAI 2026 ·
Lan Li
,
Tao Hu
,
Da-Wei Zhou
,
Jia-Qi Yang
, Han-Jia Ye,
De-Chuan Zhan
DISC: Dynamic Feature Selection for Cost-Sensitive Medical Diagnosis
AAAI 2026 ·
Yusheng Li
,
Xincen Duan
,
Beili Wang
,
Wei Guo
, Han-Jia Ye
Generalist Model for Structured Data: Foundations, Frontiers and Applications
WWW 2026 ·
Peng Cui
,
Xingxuan Zhang
, Han-Jia Ye,
Jintai Chen
,
Shuyang Li
A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities
NeurIPS 2025 · Han-Jia Ye,
Si-Yang Liu
,
Wei-Lun Chao
A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models
IJCAI 2025 ·
Da-Wei Zhou
, Han-Jia Ye
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
ICML 2025 ·
Lan Li
,
Da-Wei Zhou
, Han-Jia Ye,
De-Chuan Zhan
Capability Instruction Tuning
AAAI 2025 ·
Yi-Kai Zhang
,
De-Chuan Zhan
, Han-Jia Ye
Compositional Condition Question Answering in Tabular Understanding
ICML 2025 ·
Jun-Peng Jiang
,
Tao Zhou
,
De-Chuan Zhan
, Han-Jia Ye
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning
CVPR 2025 ·
Da-Wei Zhou
,
Zi-Wen Cai
, Han-Jia Ye,
Lijun Zhang
,
De-Chuan Zhan
External Knowledge Injection for CLIP-Based Class-Incremental Learning
ICCV 2025 ·
Da-Wei Zhou
,
Kai-Wen Li
,
Jingyi Ning
, Han-Jia Ye,
Lijun Zhang
,
De-Chuan Zhan
Feature-aware Modulation for Learning from Temporal Tabular Data
NeurIPS 2025 ·
Haorun Cai
, Han-Jia Ye
Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
NeurIPS 2025 ·
Zhi-Kai Chen
,
Jun-Peng Jiang
, Han-Jia Ye,
De-Chuan Zhan
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens
ICML 2025 ·
Ting-Ji Huang
,
Jia-Qi Yang
,
Chunxu Shen
,
Kai-Qi Liu
,
De-Chuan Zhan
, Han-Jia Ye
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-Based Class-Incremental Learning
ICCV 2025 ·
Yan Wang
,
Da-Wei Zhou
, Han-Jia Ye
Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
NeurIPS 2025 ·
Yi-Kai Zhang
,
Shiyin Lu
,
Qingguo Chen
,
Weihua Luo
,
De-Chuan Zhan
, Han-Jia Ye
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
AAAI 2025 ·
Xu-Yang Chen
,
Lu Han
,
De-Chuan Zhan
, Han-Jia Ye
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
AAAI 2025 ·
Hai-Long Sun
,
Da-Wei Zhou
,
Hanbin Zhao
,
Le Gan
,
De-Chuan Zhan
, Han-Jia Ye
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning
ACL 2025 ·
Hai-Long Sun
,
Zhun Sun
,
Houwen Peng
, Han-Jia Ye
Multimodal Tabular Reasoning with Privileged Structured Information
NeurIPS 2025 ·
Jun-Peng Jiang
,
Yu Xia
,
Hai-Long Sun
,
Shiyin Lu
,
Qingguo Chen
,
Weihua Luo
,
Kaifu Zhang
,
De-Chuan Zhan
, Han-Jia Ye
Parrot: Multilingual Visual Instruction Tuning
ICML 2025 ·
Hai-Long Sun
,
Da-Wei Zhou
,
Yang Li
,
Shiyin Lu
,
Chao Yi
,
Qing-Guo Chen
,
Zhao Xu
,
Weihua Luo
,
Kaifu Zhang
,
De-Chuan Zhan
, Han-Jia Ye
Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later
ICLR 2025 · Han-Jia Ye,
Huai-Hong Yin
,
De-Chuan Zhan
,
Wei-Lun Chao
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
ICML 2025 ·
Siyang Liu
, Han-Jia Ye
Task-Agnostic Guided Feature Expansion for Class-Incremental Learning
CVPR 2025 ·
Bowen Zheng
,
Da-Wei Zhou
, Han-Jia Ye,
De-Chuan Zhan
Understanding the Limits of Deep Tabular Methods with Temporal Shift
ICML 2025 ·
Haorun Cai
, Han-Jia Ye
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
ICLR 2025 ·
Yi-Kai Zhang
,
Shiyin Lu
,
Qing-Guo Chen
,
De-Chuan Zhan
, Han-Jia Ye
Bridge the Modality and Capability Gaps in Vision-Language Model Selection
NeurIPS 2024 ·
Chao Yi
,
Yuhang He
,
De-Chuan Zhan
, Han-Jia Ye
Continual Learning with Pre-Trained Models: A Survey
IJCAI 2024 ·
Da-Wei Zhou
,
Hai-Long Sun
,
Jingyi Ning
, Han-Jia Ye,
De-Chuan Zhan
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
ICML 2024 ·
Lan Li
,
Xin-Chun Li
, Han-Jia Ye,
De-Chuan Zhan
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
CVPR 2024 ·
Da-Wei Zhou
,
Hai-Long Sun
, Han-Jia Ye,
De-Chuan Zhan
Graph Contrastive Learning with Cohesive Subgraph Awareness
WWW 2024 ·
Yucheng Wu
,
Leye Wang
,
Xiao Han
, Han-Jia Ye
Learning Only When It Matters: Cost-Aware Long-Tailed Classification
AAAI 2024 ·
Yu-Cheng He
,
Yao-Xiang Ding
, Han-Jia Ye,
Zhi-Hua Zhou
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
CVPR 2024 ·
Chao Yi
,
Lu Ren
,
De-Chuan Zhan
, Han-Jia Ye
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
ICML 2024 ·
Bowen Zheng
,
Da-Wei Zhou
, Han-Jia Ye,
De-Chuan Zhan
SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
ICML 2024 ·
Lu Han
, Han-Jia Ye,
De-Chuan Zhan
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
NeurIPS 2024 ·
Han Lu
,
Xu-Yang Chen
, Han-Jia Ye,
De-Chuan Zhan
Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
ICML 2024 ·
Jun-Peng Jiang
, Han-Jia Ye,
Leye Wang
,
Yang Yang
,
Yuan Jiang
,
De-Chuan Zhan
Twice Class Bias Correction for Imbalanced Semi-supervised Learning
AAAI 2024 ·
Lan Li
,
Bowen Tao
,
Lu Han
,
De-Chuan Zhan
, Han-Jia Ye
Wings: Learning Multimodal LLMs without Text-only Forgetting
NeurIPS 2024 ·
Yi-Kai Zhang
,
Shiyin Lu
,
Yang Li
,
Yanqing Ma
,
Qingguo Chen
,
Zhao Xu
,
Weihua Luo
,
Kaifu Zhang
,
De-Chuan Zhan
, Han-Jia Ye