Ningyu Zhang
教师
Works on knowledge graphs, information extraction and knowledge-enhanced large language models.
Ningyu Zhang's lab at Zhejiang works on knowledge, QA & retrieval, large language models and graph mining & networks. 69 papers since 2023, 41 at top venues, mostly ACL and NeurIPS. 19 PhD students and 34 master's students. Applications close .
At a glance
- papers, 2023–2026
- 18/ year
- at T1 venues
- 59%
- PhD students
- 19
- MS students
- 34
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 1 papers2025 · T1 1
- 37 papers2024 · T1 28
- 31 papers2023 · T1 12
T1 venuesOtherVenues: ACL, NeurIPS, EMNLP, ICLR, IJCAI
Research focuspaper titles that use each topic's words
- Knowledge, QA & retrieval38 papers
- Large language models29 papers
- Graph mining & networks19 papers
- knowledge-enhanced0 papers
- software technology0 papers
Paper list
From the lab homepage.
20251 paper
- VLDB (T1)InBox: Recommendation with Knowledge Graph using Interest Box Embedding
202437 papers
- NeurIPS (T1)Agent Planning with World Knowledge Model
- ACL (T1)AutoAct: Automatic agent learning from scratch via self-planning
- IJCAI (T1)Continual multimodal knowledge graph construction
- NeurIPS (T1)DePLM: Denoising Protein Language Models for Property Optimization
- ACL (T1)Detoxifying Large Language Models via Knowledge Editing
- Knowledge-Based SystemsDistributed Representations of Entities in Open-World Knowledge Graphs
- ICLR (T1)Domain-Agnostic Molecular Generation with Self-feedback
- EMNLP (T1)Editing Conceptual Knowledge for Large Language Models
- Findings of ACLEnhancing Cross Text-Molecule Learning by Self-Augmentation
- ACL (T1)Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
- IJCAI (T1)FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
- ACL (T1)IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus
202331 papers
- International Semantic Web Conference. ISWCA Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning
- ECAI.Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution
- Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI).Analogical Inference Enhanced Knowledge Graph Embedding
- EMNLP (T1)Can We Edit Multimodal Large Language Models?
- ICDE (T1)Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph
- EMNLP Findings.Contrastive Demonstration Tuning for Pre-trained Language Models
- Knowledge-Based SystemsDifferentiable learning of rules with constants in knowledge graph
- Nature Communications (T1)Direct Prediction of Gas Adsorption via Spatial Atom Interaction Learning
- Thirty-Seventh AAAI Conference on Artificial Intelligence. AAAIDUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
- EMNLP (T1)Editing Large Language Models: Problems, Methods, and Opportunities
- Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI).Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding
- Knowledge-Based SystemsFederated Knowledge Graph Completion via Embedding-Contrastive Learning
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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Data
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- The alumni list could not be found on the lab site.
- This site is shared with other labs, so counts may overlap.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
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