TD
Tianyu Ding
cs.CVcs.AIcs.LGcs.CLstat.MLcs.IRmath.OCcs.CYcs.GRcs.IT
On Valency
published · living versionsW_x2qdatwu·v1 · currentpublished
Testing Processor Contracts in Speculative Decoding Engines
with Yaocheng Tong, Muzhi Yang, Lei Yang, Fei Jiang
1 version
Preprints & journals
40 papers in the corpus · 2020–2026Re-executing Coding-Agent Evaluations: Unchanged Decisions and Unresolved Policy Risk2610.14460v1 · Tianyu Ding, Yaocheng Tong, Muzhi Yang et al.2026 · 0 citationsarXiv
BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning2607.07361v2 · Jiacheng Yang, Tongying Xiao, Yunkai Dang et al.2026 · 0 citationsarXiv
FISN: FInding Spatial Neighborhoods for Generalizable Novel View Synthesis.41774581 · Bao, Yanqi, Ding, Tianyu, Huo, Jing et al.2026 · 0 citationsIEEE transactions on visualization and computer graphics. 2026;32(7):5536-5550
Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents2606.30306v1 · Tianyu Ding, Aditya Nannapaneni, Bingfan Liu et al.2026 · 0 citationsarXiv
Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap2608.05179v1 · Tianyu Ding, Aditya Nannapaneni, Bingfan Liu et al.2026 · 0 citationsarXiv
Do LLM Attribution Metrics Transfer? Auditing Retrieval-Augmented Generation Evaluation Across Datasets and Constructs2606.23915v2 · Tianyu Ding, Aditya Nannapaneni, Juan Pablo De la Cruz Weinstein2026 · 0 citationsarXiv
When Retrieval Metrics Mislead: Measuring Policy Signal in Long-Horizon Tool-Use Agents2606.23937v2 · Tianyu Ding, Juan Pablo De la Cruz Weinstein2026 · 0 citationsarXiv
Keep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agents2606.12634v3 · Tianyu Ding, Jianhong Xin, Juan Pablo De la Cruz Weinstein2026 · 0 citationsarXiv
DeltaEvolve: Accelerating Scientific Discovery through Momentum-Driven Evolution2602.02919v1 · Jiachen Jiang, Tianyu Ding, Zhihui Zhu2026 · 0 citationsarXiv
Robust Fine-Grained Visual Categorization via Cyclical Attention.41021942 · Kang, Bin, Liang, Dong, Chen, Daoyuan et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(1):482-496
AppSelectBench: Application-Level Tool Selection Benchmark2511.19957v2 · Tianyi Chen, Michael Solodko, Sen Wang et al.2025 · 0 citationsarXiv
Enhancing Trust-Region Bayesian Optimization via Newton Methods2508.18423v1 · Quanlin Chen, Yiyu Chen, Jing Huo et al.2025 · 1 citationarXiv
State Abstraction via Deep Supervised Hash Learning.39423076 · Yang, Guang, Xu, Zheng, Huo, Jing et al.2025 · 2 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):13608-13614
Multi-Task Multi-Agent Reinforcement Learning With Interaction and Task Representations.39475745 · Li, Chao, Dong, Shaokang, Yang, Shangdong et al.2025 · 11 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):13431-13445
ONNXPruner: ONNX-Based General Model Pruning Adapter.40131753 · Ren, Dongdong, Li, Wenbin, Ding, Tianyu et al.2025 · 6 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(7):5806-5817
ProCrop: Learning Aesthetic Image Cropping from Professional Compositions2505.22490v1 · Ke Zhang, Tianyu Ding, Jiachen Jiang et al.2025 · 0 citationsarXiv
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression2502.16638v1 · Xiaoyi Qu, David Aponte, Colby Banbury et al.2025 · 23 citationsarXiv
StructSR: Refuse Spurious Details in Real-World Image Super-Resolution2501.05777v2 · Yachao Li, Dong Liang, Tianyu Ding et al.2025 · 1 citationarXiv
OFER: Occluded Face Expression Reconstruction2410.21629v2 · Pratheba Selvaraju, Victoria Fernandez Abrevaya, Timo Bolkart et al.2024 · 2 citationsarXiv
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning2409.09085v2 · Tianyi Chen, Xiaoyi Qu, David Aponte et al.2024 · 0 citationsarXiv
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach2408.13461v1 · Jiwei Guan, Tianyu Ding, Longbing Cao et al.2024 · 1 citationarXiv
VERA: Validation and Evaluation of Retrieval-Augmented Systems2409.03759v1 · Tianyu Ding, Adi Banerjee, Laurent Mombaerts et al.2024 · 1 citationarXiv
3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities2407.17418v2 · Yanqi Bao, Tianyu Ding, Jing Huo et al.2024 · 135 citationsarXiv
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation2404.08292v1 · Tianyu Ding, Jinxin Zhou, Tianyi Chen et al.2024 · 0 citationsarXiv
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing2404.08111v1 · Guangzhi Wang, Tianyi Chen, Kamran Ghasedi et al.2024 · 0 citationsarXiv
Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation2404.00563v1 · Wenxiao Deng, Wenbin Li, Tianyu Ding et al.2024 · 21 citationsarXiv
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators2312.09411v1 · Tianyi Chen, Tianyu Ding, Zhihui Zhu et al.2023 · 0 citationsarXiv
DREAM: Diffusion Rectification and Estimation-Adaptive Models2312.00210v2 · Jinxin Zhou, Tianyu Ding, Tianyi Chen et al.2023 · 5 citationsarXiv
CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering2311.15510v2 · Haidong Zhu, Tianyu Ding, Tianyi Chen et al.2023 · 5 citationsarXiv
LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery2310.18356v2 · Tianyi Chen, Tianyu Ding, Badal Yadav et al.2023 · 7 citationsarXiv
InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules2308.13897v2 · Yanqi Bao, Tianyu Ding, Jing Huo et al.2023 · 0 citationsarXiv
Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs2308.02908v1 · Yanqi Bao, Yuxin Li, Jing Huo et al.2023 · 7 citationsarXiv
Automated Search-Space Generation Neural Architecture Search2305.18030v3 · Tianyi Chen, Luming Liang, Tianyu Ding et al.2023 · 0 citationsarXiv
OTOV2: Automatic, Generic, User-Friendly2303.06862v2 · Tianyi Chen, Luming Liang, Tianyu Ding et al.2023 · 6 citationsarXiv
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution2203.14186v1 · Zhicheng Geng, Luming Liang, Tianyu Ding et al.2022 · 113 citationsarXiv
Only Train Once: A One-Shot Neural Network Training And Pruning Framework2107.07467v2 · Tianyi Chen, Bo Ji, Tianyu Ding et al.2021 · 58 citationsarXiv
A Geometric Analysis of Neural Collapse with Unconstrained Features2105.02375v1 · Zhihui Zhu, Tianyu Ding, Jinxin Zhou et al.2021 · 50 citationsarXiv
CDFI: Compression-Driven Network Design for Frame Interpolation2103.10559v2 · Tianyu Ding, Luming Liang, Zhihui Zhu et al.2021 · 106 citationsarXiv
Neural Network Compression Via Sparse Optimization2011.04868v2 · Tianyi Chen, Bo Ji, Yixin Shi et al.2020 · 6 citationsarXiv
Early Detection of Sepsis using Ensemblers2010.09938v1 · Shailesh Nirgudkar, Tianyu Ding2020 · 1 citation2019 Computing in Cardiology
Career total: 49 works. 40 are in this corpus.
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