DZ
De-Chuan Zhan
cs.LGcs.CVcs.AIcs.CLcs.IRstat.MLcs.DCcs.MAcs.MMphysics.optics
On Valency
published · living versionsW_wdj6ccbs·v1 · currentpublished
Toward Collective Model Intelligence: Characterizing and Coordinating Models
with SinapisAI Team, Jian-Dong Liu, Qun Dai, Zhendong Du +25
1 version
Preprints & journals
103 papers in the corpus · 2018–2026Toward Collective Model Intelligence: Characterizing and Coordinating Models2610.24739v1 · SinapisAI Team: Jian-Dong Liu, Qun Dai, Zhendong Du et al.2026 · 0 citationsarXivon Valency
SchemaFill: Efficient LLM Tool Calling via Slot-Parallel Speculative Decoding2610.07086v1 · Zhi-Kai Chen, Song-Yan Li, De-Chuan Zhan et al.2026 · 0 citationsarXiv
Selecting and Distilling Cross-Label Models.42247535 · Lu, Su, Ye, Han-Jia, Zhan, De-Chuan2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):12661-12678
RACE: Residual-Aware Test-Time Adaptation for Neighbor-Rich Time-Series Foundation Model Forecasting2610.00405v1 · Hao-Nan Shi, Tong Wu, Chen-Cong Sun et al.2026 · 0 citationsarXiv
ResiSpec: Enhancing Multi-Candidate Speculative Sampling via Residual Distribution Shaping2608.24411v1 · Zhi-Kai Chen, Jun-Jie Tao, Wei-Xiang Mao et al.2026 · 0 citationsarXiv
PeakBench: Benchmarking Resource-Aware Tool Invocation in LLM Agents2608.24509v1 · Zhi-Kai Chen, Xu-Xiang Zhong, Song-Yan Li et al.2026 · 0 citationsarXiv
Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Style Needs2606.01858v1 · Zhi-Kai Chen, Jun-Peng Jiang, Jun-Jie Tao et al.2026 · 0 citationsarXiv
Cross-Sample Relational Fusion: Unifying Domain Generalization and Class-Incremental Learning2605.08839v1 · Zhen-Hao Xie, Yan Wang, Hao Sun et al.2026 · 0 citationsarXiv
TopBench: A Benchmark for Implicit Predictive Reasoning in Tabular Question Answering2604.28076v2 · An-Yang Ji, Jun-Peng Jiang, De-Chuan Zhan et al.2026 · 0 citationsarXiv
: Generalist Value Model as a Prior for Sparse RL Rollouts2603.10848v1 · Yi-Kai Zhang, Yueqing Sun, Hongyan Hao et al.2026 · 0 citationsarXiv
Revisiting Content-Based Music Recommendation: Efficient Feature Aggregation from Large-Scale Music Models2604.20847v1 · Yizhi Zhou, Jia-Qi Yang, De-Chuan Zhan et al.2026 · 0 citationsarXiv
: A Generalist Value Model for Any Policy at State Zero2602.03584v2 · Yi-Kai Zhang, Zhiyuan Yao, Hongyan Hao et al.2026 · 0 citationsarXiv
SAME: Stabilized Mixture-of-Experts for Multimodal Continual Instruction Tuning2602.01990v3 · Zhen-Hao Xie, Jun-Tao Tang, Yu-Cheng Shi et al.2026 · 0 citationsarXiv
BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning2511.11421v2 · Lan Li, Tao Hu, Da-Wei Zhou et al.2025 · 2 citationsProceedings of the AAAI Conference on Artificial Intelligence, 40(27): 22967-22975, 2026
Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation2510.25739v1 · Zhi-Kai Chen, Jun-Peng Jiang, Han-Jia Ye et al.2025 · 1 citationarXiv
One-Embedding-Fits-All: Efficient Zero-Shot Time Series Forecasting by a Model Zoo2509.04208v2 · Hao-Nan Shi, Ting-Ji Huang, Lu Han et al.2025 · 0 citationsarXiv
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts2507.07100v1 · Lan Li, Da-Wei Zhou, Han-Jia Ye et al.2025 · 0 citationsarXiv
UniCA: Unified Covariate Adaptation for Time Series Foundation Model2506.22039v2 · Lu Han, Yu Liu, Lan Li et al.2025 · 0 citationsarXiv
Reward Models in Deep Reinforcement Learning: A Survey2506.15421v1 · Rui Yu, Shenghua Wan, Yucen Wang et al.2025 · 9 citationsarXiv
DART: Distilling Autoregressive Reasoning to Silent Thought2506.11752v2 · Nan Jiang, Ziming Wu, De-Chuan Zhan et al.2025 · 1 citationarXiv
Multimodal Tabular Reasoning with Privileged Structured Information2506.04088v1 · Jun-Peng Jiang, Yu Xia, Hai-Long Sun et al.2025 · 0 citationsarXiv
Learning Without Forgetting for Vision-Language Models.40184303 · Zhou, Da-Wei, Zhang, Yuanhan, Wang, Yan et al.2025 · 57 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(6):4489-4504
Generalized Conditional Similarity Learning via Semantic Matching.40184301 · Shi, Yi, Li, Rui-Xiang, Gan, Le et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(5):3847-3862
Model Assembly Learning with Heterogeneous Layer Weight Merging2503.21657v1 · Yi-Kai Zhang, Jin Wang, Xu-Xiang Zhong et al.2025 · 0 citationsarXiv
External Knowledge Injection for CLIP-Based Class-Incremental Learning2503.08510v2 · Da-Wei Zhou, Kai-Wen Li, Jingyi Ning et al.2025 · 16 citationsarXiv
Task-Agnostic Guided Feature Expansion for Class-Incremental Learning2503.00823v1 · Bowen Zheng, Da-Wei Zhou, Han-Jia Ye et al.2025 · 21 citationsarXiv
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing2502.17282v1 · Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye2025 · 0 citationsarXiv
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification2412.15306v1 · Xu-Yang Chen, Lu Han, De-Chuan Zhan et al.2024 · 21 citationsarXiv
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning2412.09441v2 · Hai-Long Sun, Da-Wei Zhou, Hanbin Zhao et al.2024 · 18 citationsarXiv
OmniEvalKit: A Modular, Lightweight Toolbox for Evaluating Large Language Model and its Omni-Extensions2412.06693v1 · Yi-Kai Zhang, Xu-Xiang Zhong, Shiyin Lu et al.2024 · 0 citationsarXiv
Robust Semi-Supervised Learning by Wisely Leveraging Open-Set Data.38776189 · Yang, Yang, Jiang, Nan, Xu, Yi et al.2024 · 22 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):8334-8347
Class-Incremental Learning: A Survey.39012754 · Zhou, Da-Wei, Wang, Qi-Wei, Qi, Zhi-Hong et al.2024 · 376 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):9851-9873
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning2410.00911v2 · Da-Wei Zhou, Zi-Wen Cai, Han-Jia Ye et al.2024 · 16 citationsarXiv
Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning2409.07446v1 · Zhi-Hong Qi, Da-Wei Zhou, Yiran Yao et al.2024 · 7 citationsarXiv
Physics-Informed Inverse Design of Programmable Metasurfaces.39235322 · Xu, Yucheng, Yang, Jia-Qi, Fan, Kebin et al.2024 · 49 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2024;11(41):e2406878
Weight Scope Alignment: A Frustratingly Easy Method for Model Merging2408.12237v1 · Yichu Xu, Xin-Chun Li, Le Gan et al.2024 · 0 citationsarXiv
CS3: Cascade SAM for Sperm Segmentation2407.03772v2 · Yi Shi, Xu-Peng Tian, Yun-Kai Wang et al.2024 · 1 citationarXiv
Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later2407.03257v2 · Han-Jia Ye, Huai-Hong Yin, De-Chuan Zhan et al.2024 · 1 citationarXiv
A Closer Look at Deep Learning Methods on Tabular Datasets2407.00956v4 · Han-Jia Ye, Si-Yang Liu, Hao-Run Cai et al.2024 · 7 citationsarXiv
SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets2406.09486v1 · Shenghua Wan, Ziyuan Chen, Le Gan et al.2024 · 0 citationsarXiv
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens2406.08477v1 · Ting-Ji Huang, Jia-Qi Yang, Chunxu Shen et al.2024 · 1 citationarXiv
Parrot: Multilingual Visual Instruction Tuning2406.02539v3 · Hai-Long Sun, Da-Wei Zhou, Yang Li et al.2024 · 1 citationarXiv
Physics-informed Inverse Design of Multi-bit Programmable Metasurfaces2405.16795v1 · Yucheng Xu, Jia-Qi Yang, Kebin Fan et al.2024 · 0 citationsarXiv
Visualizing, Rethinking, and Mining the Loss Landscape of Deep Neural Networks2405.12493v2 · Yichu Xu, Xin-Chun Li, Lan Li et al.2024 · 0 citationsarXiv
Exploring Dark Knowledge under Various Teacher Capacities and Addressing Capacity Mismatch2405.13078v2 · Wen-Shu Fan, Xin-Chun Li, De-Chuan Zhan2024 · 1 citationarXiv
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification2404.17753v1 · Chao Yi, Lu Ren, De-Chuan Zhan et al.2024 · 14 citationsarXiv
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion2404.14197v3 · Lu Han, Xu-Yang Chen, Han-Jia Ye et al.2024 · 115 citationsarXiv
TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen2404.12407v1 · Da-Wei Zhou, Zhi-Hong Qi, Han-Jia Ye et al.2024 · 2 citationsarXiv
MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes2404.09232v1 · Xin-Chun Li, Shaoming Song, Yinchuan Li et al.2024 · 14 citationsarXiv
DIDA: Denoised Imitation Learning based on Domain Adaptation2404.03382v1 · Kaichen Huang, Hai-Hang Sun, Shenghua Wan et al.2024 · 0 citationsarXiv
Career total: 188 works. 103 are in this corpus.Showing the 50 most recent.
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