Congying Xia

Researcher, SalesForce.com

Joined

September 2018

Names

Congying Xia (Preferred)

Emails

****@uic.edu (Confirmed)

****@gmail.com (Confirmed)

****@salesforce.com (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

Researcher

SalesForce.com (salesforce.com)

2022 – Present

PhD student

University of Illinois, Chicago (uic.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Phlip S. Yu

2017 – Present

Expertise

No areas of expertise listed

Publications

AAAR-1.0: Assessing AI’s Potential to Assist Research
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
- ICML 2025 poster
- Readers: Everyone
AAAR-1.0: Assessing AI's Potential to Assist Research
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
- AI4Research @ AAAI 2025 Oral
- Readers: Everyone
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
XIANGYU PENG, Congying Xia, Xinyi Yang, Caiming Xiong, Chien-Sheng Wu, Chen Xing
- ICLR 2025 Oral
- Readers: Everyone
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing
Yibo Wang, Congying Xia, Guan Wang, Philip S. Yu
- 12 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Preference-grounded Token-level Guidance for Language Model Fine-tuning
Shentao Yang, Shujian Zhang, Congying Xia, Yihao Feng, Caiming Xiong, Mingyuan Zhou
- NeurIPS 2023 poster
- Readers: Everyone
User Preference-aware Fake News Detection
Yingtong Dou, Kai Shu, Congying Xia, Philip S. Yu, Lichao Sun
- 25 Apr 2021 (modified: 05 May 2023)
- ACM SIGIR Badging Submission
- Readers: Everyone
Pseudo Siamese Network for Few-shot Intent Generation
Congying Xia, Caiming Xiong, Philip S. Yu
- 2021 (modified: 09 Sept 2021)
- SIGIR 2021
- Readers: Everyone
Pseudo Siamese Network for Few-shot Intent Generation
Congying Xia, Caiming Xiong, Philip S. Yu
- 2021 (modified: 09 Sept 2021)
- CoRR 2021
- Readers: Everyone
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning
Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu
- 2021 (modified: 15 Oct 2021)
- CoRR 2021
- Readers: Everyone
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System
Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu
- 2021 (modified: 02 Nov 2021)
- NAACL-HLT 2021
- Readers: Everyone

View all 42 publications

Co-Authors

View all 74 co-authors