TP
Tianhao Peng
cs.AIcs.CVcs.LGNeural Networks, ComputerAlgorithmscs.CLcs.CYcs.HCdeep learningDisease assisted diagnosis
On Valency
published · living versionsW_tv46n4wt·v1 · currentpublished
PerQ: Inverse Generative Modeling for Neural Image Compression via Quantization Error Compensation
with Ho Man Kwan, Fan Zhang, Shan Liu, Dave Bull
1 version
Preprints & journals
13 papers in the corpus · 2022–2026PerQ: Inverse Generative Modeling for Neural Image Compression via Quantization Error Compensation2610.27374v1 · Tianhao Peng, Ho Man Kwan, Fan Zhang et al.2026 · 0 citationsarXivon Valency
CLMER: A Framework for Contrastive Learning-Based Multimodal Emotion Recognition.42785268 · Niu, Shuang, He, Jian, Liang, Yu et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;PP
TAMTRL: Teacher-aligned reward reshaping for multi-turn reinforcement learning in long-context compression.42612306 · Wang, Li, Wang, Yandong, Yu, Xin et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2027;205(Pt B):109492
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs2511.07250v2 · Tianhao Peng, Haochen Wang, Yuanxing Zhang et al.2025 · 0 citationsThe Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)
Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding2507.19427v1 · StepFun: Bin Wang, Bojun Wang, Changyi Wan et al.2025 · 0 citationsarXiv
GOAT: a novel global-local optimized graph transformer framework for predicting student performance in collaborative learning.40118882 · Peng, Tianhao, Yue, Qiang, Liang, Yu et al.2025 · 4 citationsScientific reports. 2025;15(1):9861
Milmer: a Framework for Multiple Instance Learning based Multimodal Emotion Recognition2502.00547v1 · Zaitian Wang, Jian He, Yu Liang et al.2025 · 8 citationsarXiv
A medical disease assisted diagnosis method based on lightweight fuzzy SZGWO-ELM neural network model.39528769 · Chen, Qiuju, Zhang, Chenglong, Peng, Tianhao et al.2024 · 5 citationsScientific reports. 2024;14(1):27568
FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification.38701773 · Liang, Yu, Zhang, Chenlong, An, Shan et al.2024 · 9 citationsJournal of neural engineering. 2024;21(3)
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy2312.09708v2 · Tianhao Peng, Wenjun Wu, Haitao Yuan et al.2023 · 18 citationsarXiv
CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning2308.02038v1 · Tianhao Peng, Yu Liang, Wenjun Wu et al.2023 · 25 citationsarXiv
Embedding cognitive framework with self-attention for interpretable knowledge tracing.36266397 · Pu, Yanjun, Wu, Wenjun, Peng, Tianhao et al.2022 · 12 citationsScientific reports. 2022;12(1):17536
HELP-DKT: an interpretable cognitive model of how students learn programming based on deep knowledge tracing.35256727 · Liang, Yu, Peng, Tianhao, Pu, Yanjun et al.2022 · 27 citationsScientific reports. 2022;12(1):4012
Career total: 21 works. 13 are in this corpus.
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