VLDB 2026 Research / reviewers in the wild / expert
Xingchang Yang
dblp:428/1535
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Learning paradigms · 77% Efficient and distributed learning · 23% |
Topics — the 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Learning paradigms › continual learning › pre-trained model continual learning
continual learning for language models |
1.0 | 1 | 2026 | Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs · ACL (1) 2026 |
Machine learning › Efficient and distributed learning
model compression |
0.3 | 1 | 2026 | Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
region-specific parameter isolation · 1.0null space projection · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMsabstractJinhui Chen, Shizhu He, Xingchang Yang, Huanxuan Liao, Yequan Wang, Xiangwen Liao, Wenhao Teng, Kang Liu, Jun Zhao. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Shizhu He, Xingchang Yang, Huanxuan Liao, Yequan Wang, Xiangwen Liao, Wenhao Teng, Kang Liu 0001, Jun Zhao 0001 |
ACL (1) | 3 |