🧑‍🔬 Yanchi Liu

🏛️ Affiliations

🏢NECIrving · United States2020–2026 · 32 paperscurrent🎓South China Normal UniversityGuangzhou · China2021–2026 · 8 paperscurrent🎓Rutgers, The State University of New JerseyNew Brunswick · United States2010–2023 · 56 papers🎓New Jersey Institute of TechnologyNewark · United States2011–2014 · 7 papers🎓University of Science and Technology BeijingBeijing · China2009–2012 · 6 papers🏢NECTokyo · Japan2023–2025 · 2 papers

🏛️NEC Labs AmericaPrinceton · United StatesEmployment

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 10 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. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs (2026 · 1 citation)
   Once deployed, LLMs cannot easily absorb new or corrected facts. Retraining is expensive. Weight-editing methods tend to collapse as edits pile up, especially with long, free-form knowledge rather than subject–relation–object triples. The authors propose RILKE, which keeps the base model frozen and instead edits…
2. Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement (2026)
   The paper addresses the conversion of natural-language procedure descriptions into procedural graphs. These are directed graphs whose nodes are actors, actions, gateways (XOR/OR/AND), constraints and start/end markers, and whose edges encode sequence, condition and constraint flows. One-pass LLM prompting often…
3. Uncertainty-Aware Test-Time Search for Optimization Problem Solving (2026)
   The paper addresses the automatic translation of natural-language optimization problems into solver-ready models and code.

All works

6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Graph Contextualized Self-Attention Network for Session-based Recommendation ↗International Joint Conference on Artificial Intelligence · no summary yetChengfeng Xu et al.2019 · 621 citations
2. Feature-level Deeper Self-Attention Network for Sequential Recommendation ↗International Joint Conference on Artificial Intelligence · no summary yetTingting Zhang et al.2019 · 328 citations
3. Spatio-Temporal Dual Graph Attention Network for Query-POI Matching ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetZixuan Yuan et al.2020 · 58 citations
4. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xuyuan Liu, Shengyu Chen, Xinshuai Dong, et al.2026 · 1 citation
5. Multi-Agent Procedural Graph Extraction with Structural and Logical RefinementFindings of the Association for Computational LinguisticsWangyang Ying, Yanchi Liu, Xujiang Zhao, et al.2026
6. Uncertainty-Aware Test-Time Search for Optimization Problem SolvingAnnual Meeting of the Association for Computational Linguistics (ACL)Linlin Yu, Xujiang Zhao, Dong Li, et al.2026

🤝 Co-authors here

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

• Haifeng Chen ×3
• Xujiang Zhao ×3
• Zhengzhang Chen ×3
• Wei Cheng ×2
• Chen Zhao
• Dong Li
• Feng Chen
• Haoyu Wang
• Xinshuai Dong
• Yanjie Fu

Venues

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

• Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
• International Joint Conference on Artificial Intelligence ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

🔗 Cited by

Papers of our library cite their works 30 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 2 November 2026

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