Tianyi Zhang

According to our database, Tianyi Zhang authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

I3S: Importance Sampling Subspace Selection for Low-Rank Optimization in LLM Pretraining.

Haochen Zhang, Junze Yin, Guanchu Wang, Zirui Liu, Tianyi Zhang, Anshumali Shrivastava, Lin Yang, Vladimir Braverman

CoRR, February, 2025

IDentity with Locality: An Ideal Hash for Gene Sequence Search.

Tianyi Zhang, Gaurav Gupta, Aditya Desai, Anshumali Shrivastava

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid.

Tianyi Zhang, Anshumali Shrivastava

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems.

Haochen Zhang, Tianyi Zhang, Junze Yin, Oren Gal, Anshumali Shrivastava, Vladimir Braverman

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

SpaLLM: Unified Compressive Adaptation of Large Language Models with Sketching.

Tianyi Zhang, Junda Su, Oscar Wu, Zhaozhuo Xu, Anshumali Shrivastava

CoRR, 2024

LeanQuant: Accurate Large Language Model Quantization with Loss-Error-Aware Grid.

Tianyi Zhang, Anshumali Shrivastava

CoRR, 2024

Learning Scalable Structural Representations for Link Prediction with Bloom Signatures.

Tianyi Zhang, Haoteng Yin, Rongzhe Wei, Pan Li, Anshumali Shrivastava

Proceedings of the ACM on Web Conference 2024, 2024

NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention.

Tianyi Zhang, Jonah Yi, Bowen Yao, Zhaozhuo Xu, Anshumali Shrivastava

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization.

Tianyi Zhang, Jonah Yi, Zhaozhuo Xu, Anshumali Shrivastava

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Graph Self-supervised Learning via Proximity Distribution Minimization.

Tianyi Zhang, Zhenwei Dai, Zhaozhuo Xu, Anshumali Shrivastava

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Retaining Knowledge for Learning with Dynamic Definition.

Zichang Liu, Benjamin Coleman, Tianyi Zhang, Anshumali Shrivastava

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification.

Tianyi Zhang, Zhaozhuo Xu, Tharun Medini, Anshumali Shrivastava

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022