Shenggan Cheng

4 papers · 2020–2025 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2) ECCV (1) ICLR (1)

Top co-authors

Yang You (3) Xuanlei Zhao (2) Bin Jia (1) Haotian Zhou (1) Di Fu (1) Zirui Zhu (1) Guangyang LU (1) James Lin (1) Ya Zhang (1) Kunyuan Du (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (3) Artificial Intelligence (1) Computer Science (1) Architectures (1) Core AI (1) Learning Types (1) Systems (1) Techniques (1)

Keywords

mathematical reasoning (1) code generation (1) memory optimization (1) activation memory (1) throughput improvement (1) communication cost (1) fine tuning (1) long sequence (1) random seed (1) deep learning inference (1) chunk strategy (1) loras (1) fusion (1) dynamic sequence parallelism (1) embedded sequence parallelism (1) multi-dimensional transformers (1) resharding strategy (1)

Papers

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers ICML 2025 SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning ICML 2025 AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference ICLR 2024 FTL: A universal framework for training low-bit DNNs via Feature Transfer ECCV 2020