🧑‍🔬 Shengping Liu

🏛️ Affiliations

🎓Chongqing University of TechnologyChongqing · China2005–2026 · 30 paperscurrent🏛️China National Nuclear CorporationBeijing · China2025–2026 · 2 paperscurrent🏢IBM ResearchBeijing · China2006–2009 · 5 papers🎓Guizhou UniversityGuiyang · China2025 · 4 papers🏥Third Xiangya HospitalChangsha · China2012–2022 · 3 papers🎓Sun Yat-sen UniversityGuangzhou · China2009 · 3 papers🎓Northwestern Polytechnical UniversityXi'an · China2022–2023 · 2 papers🎓Central South UniversityChangsha · China2012–2020 · 2 papers🎓Lanzhou UniversityLanzhou · China2011 · 2 papers🎓Peking UniversityBeijing · China1992–2003 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Large Language Models are Better Reasoners with Self-Verification (2023 · 304 citations)
   Chain-of-thought (CoT) prompting helps large language models reason through multi-step problems. One wrong step, though, can carry through the chain and spoil the final answer. Earlier fixes trained a separate verifier model, which needs human labels and fine-tuning and gives scores that are hard to interpret. The…
2. Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion Reasoning (2026)
   Omni-modal LLMs that process video, audio and text often handle emotion inference poorly. The authors trace this to "modality collapse": the model leans heavily on one channel, usually vision, and ignores acoustic and verbal evidence. They address it in two ways.

🤝 Co-authors here

12 co-authors with a page, the most papers together first.

• Bin Li
• Fei Xia
• Jian Yu
• Jitao Sang
• Jun Zhao
• Kang Liu
• Minjun Zhu
• Rui Hu
• Shizhu He
• Yining Wang
• Yixuan Weng
• Yuxiang Zhang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026, Findings of the Association for Computational Linguistics 2023

🔗 Cited by

Papers of our library cite their works 197 times (of the 149,439 papers whose bibliographies we read); 63 citing papers with a page here →.

Updated 2 November 2026

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