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Hongzong LI

3 accepted papers

2026

TOPOBIND: MULTI-MODAL PREDICTION OF ANTIBODY-ANTIGEN BINDING FREE ENERGY VIA SEQUENCE EMBEDDINGS AND STRUCTURAL TOPOLOGY

ICASSP 2026poster

Predicting the binding free energy between antibodies and antigens is a key challenge in structure-aware biomolecular modeling, with direct implications for antibody design. Most existing methods either rely solely on sequence embeddings or struggle to capture complex structural relationships, thus…

Cited by 0SourcePDFScholar
2026

The Matthew Effect of AI Programming Assistants: A Hidden Bias in Software Evolution

ICLR 2026poster

AI-assisted programming is rapidly reshaping software development, with large language models (LLMs) enabling new paradigms such as vibe coding and agentic coding. While prior works have focused on prompt design and code generation quality, the broader impact of LLM-driven development on the iterati…

Cited by 0SourcecodeScholar
2025

Catch Causal Signals from Edges for Label Imbalance in Graph Classification

ICASSP 2025accepted

Despite significant advancements in causal research on graphs and its application to cracking label imbalance, the role of edge features in detecting the causal effects within graphs has been largely overlooked, leaving existing methods with untapped potential for further performance gains. In this…

Cited by 0SourceScholar