Hanchen Xia

activity

20212026

most citedTwo classes of minimal generic fundamental invariants for tensors

1 citations · 1 across the 4 of their papers we have counts for

collaborators

Showing 2026Show all

2 papers · 1 filter

q-bio.QM2026

ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design

Yutang Ge, Guojiang Zhao, Sihang Li +7

Designing proteins that satisfy natural language functional requirements is a central goal in protein engineering. A straightforward baseline is to fine-tune generic instruction-tu…

cs.CL2026

T $^{⋆}$ : Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning

Hanchen Xia, Baoyou Chen, Yutang Ge +2

We present T $^{⋆}$ , a simple TraceRL-based training curriculum for progressive block-size scaling in masked diffusion language models (MDMs). Starting from an AR-initialized smal…

ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design

T⋆: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning

T $^{⋆}$ : Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning