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Songsong Tian

2 papers hereh-index 480 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedPL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2026

Boundary-Aware NL2SQL: Integrating Reliability through Hybrid Reward and Data Synthesis

Songsong Tian, Kongsheng Zhuo, Zhendong Wang +3

In this paper, we present BAR-SQL (Boundary-Aware Reliable NL2SQL), a unified training framework that embeds reliability and boundary awareness directly into the generation process…

cs.CV2024★ 1 cited

PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning

Songsong Tian, Lusi Li, Weijun Li +3

Few-Shot Class-Incremental Learning (FSCIL) aims to enable deep neural networks to learn new tasks incrementally from a small number of labeled samples without forgetting previousl…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.