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Zefeng Lin

2 accepted papers

2026

EnzyPGM: Pocket-conditioned Generative Model for Substrate-specific Enzyme Design

IJCAI 2026

Designing enzymes with substrate-binding pockets is a critical challenge in protein engineering, as catalytic activity depends on the precise interaction between pockets and substrates. Currently, generative models dominate functional protein design but cannot model pocket-substrate interactions, wh

Cited by 0Scholar
2024

Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics

NAACL 2024findings

Given several documents, multi-hop question generation (MQG) is a task aims to generate complicated questions that require reasoning over multiple pieces of these documents to find the answer. To perform this task, existing studies focus on designing advanced architectures to locate essential keywor…