JZ
Junnan Zhu
cs.CLcs.AIcs.CVbioinformaticsComputational Biologycs.MAcs.SEAlzheimer DiseaseAntigens, Viralcs.AR
On Valency
published · living versionsW_zv9qtvj7·v1 · currentpublished
Structure-Aligned History Learning with Subspace-Structured Semantic IDs for Generative Recommendation
with Kaiwen Wei, Kejun He, Jie Zhang, Xiaomian Kang +10
1 version
Preprints & journals
40 papers in the corpus · 2019–2026Structure-Aligned History Learning with Subspace-Structured Semantic IDs for Generative Recommendation2610.25093v1 · Kaiwen Wei, Kejun He, Jie Zhang et al.2026 · 0 citationsarXivon Valency
SWE-Stream: Scaling Executable Training Data for SWE Agents via Progressive Construction and Elastic Streaming2610.20193v1 · Chengyang Liu, Wen Yang, Shifeng Chen et al.2026 · 0 citationsarXiv
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents2610.13395v1 · Chengyi Yang, Renxu Bao, Jue Hou et al.2026 · 0 citationsarXiv
VirPLM: antigenic prediction of influenza A/H3N2 viruses with a fine-tuned protein language model.42758138 · Li, Xingyi, Xiao, Kexin, Zhou, Chunyan et al.2026 · 0 citationsBioinformatics (Oxford, England). 2026;42(10)
ConsultMind:Towards Automated Diagnostic Consultation via Uncertainty-Aware Reasoning2609.30796v1 · Xiao Sun, Yuming Yang, Yun Chen et al.2026 · 0 citationsarXiv
GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning2608.10494v1 · Xin Xiao, Jiang Zhong, Junnan Zhu et al.2026 · 0 citationsarXiv
Structure-aware deep learning predicts influenza antigenicity and guides vaccine strain recommendation10.64898/2026.08.02.742372v1 · Li, X., Zhou, C., Xiao, K. et al.2026 · 0 citationsbioRxiv
MR-Bench: A Unified Benchmark for Evidence-Grounded Multimodal Metaphor Understanding2608.05817v2 · Hong Jiang, Junnan Zhu, Jingwang Huang et al.2026 · 0 citationsarXiv
LAVE: Latent Visual Evidence-Enhanced Planning for Video Tool-use Agents2608.07585v1 · Zijian Wang, Junnan Zhu, Rongzhen Li et al.2026 · 0 citationsarXiv
Deciphering spatial heterogeneity by multimodal spatial transcriptomics modelling with SpatialModal.42482153 · Li, Xingyi, Zhao, Dongmin, Jia, Xiangting et al.2026 · 0 citationsBioinformatics (Oxford, England). 2026;42(8)
Geometric-aware deep learning for deciphering tissue structure from spatially resolved transcriptomics.42436296 · Li, Xingyi, Jia, Xiangting, Zhao, Dongmin et al.2026 · 1 citationCommunications biology. 2026
A Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation Summarization2606.15974v2 · Weixiao Zhou, Gengyao Li, Junnan Zhu et al.2026 · 0 citationsarXiv
Accurately Deciphering Tissue Heterogeneity From Spatial Multi-Modal and Multi-Omics With STransformer.42263243 · Li, Xingyi, Xu, Jialuo, Du, Gaoyuan et al.2026 · 0 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(49):e75969
ReTool-Video: Recursive Tool-Using Video Agents with Meta-Augmented Tool Grounding2605.13228v1 · Xiao Liu, Nayu Liu, Junnan Zhu et al.2026 · 0 citationsarXiv
TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents2605.09934v1 · Bihui Yu, Caijun Jia, Jing Chi et al.2026 · 0 citationsarXiv
LaTER: Efficient Test-Time Reasoning via Latent Exploration and Explicit Verification2605.07315v1 · Xuan Li, Yining Wang, Yuchen Liu et al.2026 · 0 citationsarXiv
FluNexus: A versatile web platform for antigenic prediction and visualization of influenza A viruses.42099452 · Li, Xingyi, Zhou, Chunyan, Wu, Han et al.2026 · 4 citationsiMeta. 2026;5(2):e70127
Parser-Oriented Structural Refinement for a Stable Layout Interface in Document Parsing2604.02692v1 · Fuyuan Liu, Dianyu Yu, He Ren et al.2026 · 0 citationsarXiv
The Trinity of Consistency as a Defining Principle for General World Models2602.23152v1 · Jingxuan Wei, Siyuan Li, Yuhang Xu et al.2026 · 0 citationsarXiv
MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis2602.03340v1 · Xiao Sun, Yuming Yang, Junnan Zhu et al.2026 · 0 citationsarXiv
BayesRAG: Probabilistic Mutual Evidence Corroboration for Multimodal Retrieval-Augmented Generation2601.07329v1 · Xuan Li, Yining Wang, Haocai Luo et al.2026 · 0 citationsarXiv
FocalOrder: Focal Preference Optimization for Reading Order Detection2601.07483v1 · Fuyuan Liu, Dianyu Yu, He Ren et al.2026 · 0 citationsarXiv
PARL: Position-Aware Relation Learning Network for Document Layout Analysis2601.07620v1 · Fuyuan Liu, Dianyu Yu, He Ren et al.2026 · 0 citationsarXiv
GenProve: Learning to Generate Text with Fine-Grained Provenance2601.04932v2 · Jingxuan Wei, Xingyue Wang, Yanghaoyu Liao et al.2026 · 0 citationsarXiv
MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains2508.18260v2 · Kaiwen Wei, Rui Shan, Dongsheng Zou et al.2025 · 0 citationsarXiv
ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering2506.10116v1 · Caijun Jia, Nan Xu, Jingxuan Wei et al.2025 · 0 citationsarXiv
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering2506.03949v3 · Junnan Zhu, Jingyi Wang, Bohan Yu et al.2025 · 3 citationsarXiv
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering2505.23242v1 · Jingxuan Wei, Nan Xu, Junnan Zhu et al.2025 · 2 citationsarXiv
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization2505.12474v3 · Weixiao Zhou, Junnan Zhu, Gengyao Li et al.2025 · 1 citationarXiv
Spatial geometry-aware deep learning for deciphering tissue structure from spatially resolved transcriptomics10.1101/2025.05.11.652625v1 · Li, X., Jia, X., Zhao, D. et al.2025 · 0 citationsbioRxiv
A Multimodal Graph Learning Framework for Versatile Spatial Transcriptomics Analysis with SpatialModal10.1101/2025.05.11.653070v1 · Li, X., Zhao, D., Jia, X. et al.2025 · 0 citationsbioRxiv
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification2503.15289v3 · Junnan Zhu, Min Xiao, Yining Wang et al.2025 · 3 citationsarXiv
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization2310.10285v1 · Weixiao Zhou, Gengyao Li, Xianfu Cheng et al.2023 · 1 citationarXiv
CFSum: A Coarse-to-Fine Contribution Network for Multimodal Summarization2307.02716v1 · Min Xiao, Junnan Zhu, Haitao Lin et al.2023 · 3 citationsarXiv
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation2212.02800v1 · Yang Zhao, Junnan Zhu, Lu Xiang et al.2022 · 4 citationsarXiv
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions2205.13190v1 · Haitao Lin, Junnan Zhu, Lu Xiang et al.2022 · 25 citationsarXiv
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization2108.13139v2 · Haitao Lin (1, Liqun Ma (1, Junnan Zhu (1 et al.2021 · 30 citationsarXiv
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch2102.04010v2 · Aojun Zhou, Yukun Ma, Junnan Zhu et al.2021 · 114 citationsarXiv
Bridging the Modality Gap for Speech-to-Text Translation2010.14920v1 · Yuchen Liu, Junnan Zhu, Jiajun Zhang et al.2020 · 36 citationsarXiv
NCLS: Neural Cross-Lingual Summarization1909.00156v1 · Junnan Zhu, Qian Wang, Yining Wang et al.2019 · 123 citationsarXiv
Career total: 66 works. 40 are in this corpus.
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