Liang Hong

6 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

ACL (2) NeurIPS (2) AAAI (1) ICLR (1)

Top co-authors

Yang Tan (3) Bingxin Zhou (3) Huiqun Yu (2) Bozitao Zhong (2) Mingchen Li (2) Pan Tan (1) Ziqian Lin (1) Chenqing Hua (1) Jingyuan Gao (1) Doina Precup (1)

Research topics

Machine Learning (5) Core Methods (4) Artificial Intelligence (3) Deep Learning (3) Interdisciplinary (3) Core AI (3) Learning Types (3) Science (3) Architectures (2) Application Areas (1) Models (1) Optimization & Theory (1)

Keywords

protein language model (2) masked language model (1) deep learning (1) machine learning (1) protein sequence (1) knowledge graph (1) pre-trained model (1) model fine-tuning (1) protein structure (1) biological sequence (1) multiple sequence alignment (1) protein engineering (1) protein function prediction (1) numerical reasoning (1) disentangled attention (1) retrieval system (1) neuro-symbolic framework (1) encoder decoder (1) retrieval problem (1) data retrieval (1)

Papers

Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs ACL 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection ICLR 2025 VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ACL 2025 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention NeurIPS 2024 ReactZyme: A Benchmark for Enzyme-Reaction Prediction NeurIPS 2024