Scholar

Shuang Liang

Google Scholar ID: BEkC2b4AAAAJ

Research Associated Professor, University of Electronic Science and Technology of China

Graph Neural NetworkKnowledge GraphData Mining

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Citations & Impact

All-time

Citations

333

H-index

8

i10-index

8

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

11 items

Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse

2026

Cited

0

Stop When Further Reasoning Won't Help: Attention-State Adaptive Generation in Reasoning Models

2026

Cited

0

TAD: Temporal-Aware Trajectory Self-Distillation for Fast and Accurate Diffusion LLM

2026

Cited

0

Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning

2026

Cited

0

Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models

2026

Cited

0

Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty

2026

Cited

0

An End-to-End Framework for Building Large Language Models for Software Operations

2026

Cited

0

Mitigating KG Quality Issues: A Robust Multi-Hop GraphRAG Retrieval Framework

2026

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)