Ye Liu

Researcher, Salesforce.com

Joined

January 2022

Names

Ye Liu (Preferred)

Emails

****@salesforce.com (Confirmed)

Personal Links

Career & Education History

Researcher

Salesforce.com (salesforce.com)

2021 – Present

PhD student

University of Illinois at Chicago (uic.edu)

2016 – 2021

Advisors, Relations & Conflicts

Coworker

2021 – 2025

Coworker

2021 – 2025

Coworker

2021 – 2025

PhD Advisor

2016 – 2021

Expertise

Semantic Parsing

2022 – 2024

Text Retrieve

2021 – 2024

Question Answering

2018 – 2024

Publications

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Rui Meng, Ziyan Jiang, Ye Liu, Mingyi Su, Xinyi Yang, Yuepeng Fu, Can Qin, Raghuveer Thirukovalluru, Xuan Zhang, Zeyuan Chen, Ran Xu, Caiming Xiong, Yingbo Zhou, Wenhu Chen, Semih Yavuz
- Accepted by TMLR
- Readers: Everyone
SWERank: Software Issue Localization with Code Ranking
Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo, Ye Liu, Xuan-Phi Nguyen, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Heng Ji, Shafiq Joty
- ICLR 2026 Poster
- Readers: Everyone
SSR: Socratic Self-Refine for Large Language Model Reasoning
Haizhou Shi, Ye Liu, Bo Pang, Zeyu Leo Liu, Hao Wang, Silvio Savarese, Caiming Xiong, Yingbo Zhou, Semih Yavuz
- Submitted to ICLR 2026
- Readers: Everyone
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, Wenhu Chen, Bhuwan Dhingra
- NeurIPS 2025 spotlight
- Readers: Everyone
CodeXEmbed: A Generalist Embedding Model Family for Multilingual and Multi-task Code Retrieval
Ye Liu, Rui Meng, Shafiq Joty, silvio savarese, Caiming Xiong, Yingbo Zhou, Semih Yavuz
- COLM 2025
- Readers: Everyone
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
Tong Niu, Shafiq Joty, Ye Liu, Caiming Xiong, Yingbo Zhou, Semih Yavuz
- Submitted to ICLR 2025
- Readers: Everyone
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
Zhenwen Liang, Ye Liu, Tong Niu, Xiangliang Zhang, Yingbo Zhou, Semih Yavuz
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Investigating Answerability of LLMs for Long-Form Question Answering
Meghana Moorthy Bhat, Rui Meng, Ye Liu, Yingbo Zhou, Semih Yavuz
- 25 Nov 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Complex QA with Diverse Knowledge Sources: Novel Benchmark and Approach
Wenting Zhao, Ye Liu, Tong Niu, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
DivKnowQA: Verifying the Reasoning Ability of LLM Through Open-Domain Question Answering Over Knowledge Base and Text
Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 33 publications

Co-Authors

View all 65 co-authors