Guangtao Wang

Principal Researcher, Sambanova Systems

Joined

July 2019

Names

Guangtao Wang

Emails

****@gmail.com (Confirmed)

****@jd.com (Confirmed)

****@sambanovasystems.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Sambanova Systems (sambanovasystems.com)

2024 – Present

Postdoc

University of Michigan (umich.edu)

2016 – 2018

Advisors, Relations & Conflicts

Coworker

Urmish Thakker

2024 – Present

Expertise

No areas of expertise listed

Publications

Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models
Shubhangi Upasani, Guangtao Wang, Ravi Shanker Raju, Bo Li, Urmish Thakker, Mengmeng Ji, John Long, Chen Wu
- ICLR 2026 Workshop RSI ShortPaper
- Readers: Everyone
LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference
Guangtao Wang, Shubhangi Upasani, Chen Wu, Darshan Gandhi, Jonathan Lingjie Li, Changran Hu, Bo Li, Urmish Thakker
- SLLM
- Readers: Everyone
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences
Peng Qi, Guangtao Wang, Jing Huang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Open Temporal Relation Extraction for Question Answering
Chao Shang, Peng Qi, Guangtao Wang, Jing Huang, Youzheng Wu, Bowen Zhou
- Published: 31 Aug 2021, Last Modified: 05 May 2023
- AKBC 2021
- Readers: Everyone
Multi-hop Attention Graph Neural Network
Guangtao Wang, Zhitao Ying, Jing Huang, Jure Leskovec
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Margin Based PU Learning
Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin
- 2018 (modified: 02 Mar 2020)
- AAAI 2018
- Readers: Everyone
Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning
Tingjin Luo, Weizhong Zhang, Shang Qiu, Yang Yang, Dongyun Yi, Guangtao Wang, Jieping Ye, Jie Wang
- 2017 (modified: 12 Nov 2022)
- KDD 2017
- Readers: Everyone

Co-Authors

View all 27 co-authors

Guangtao Wang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models

LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference

SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences

Open Temporal Relation Extraction for Question Answering

Multi-hop Attention Graph Neural Network

Margin Based PU Learning

Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning

Co-Authors