Shinhyoung Jang

MS student, DGIST

Joined

May 2024

Names

Shinhyoung Jang (Preferred)

Emails

****@dgist.ac.kr (Confirmed)

****@gmail.com (Confirmed)

****@o.cnu.ac.kr (Confirmed)

Personal Links

DBLP

Career & Education History

MS student

DGIST (dgist.ac.kr)

2024 – 2026

Undergrad student

Chungnam National University (cnu.ac.kr)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yeseong Kim

2024 – 2026

Expertise

No areas of expertise listed

Publications

Million-Scale Text-to-Video Retrieval with Hyperdimensional Computing
Hyunsei Lee, Jaewoo Gwak, Shinhyoung Jang, Junyoung Lee, Yeseong Kim
- EuroSys 2026
- Readers: Everyone
FineScope: SAE-guided Data Selection Enables Domain-Specific LLM Pruning & Fine-Tuning
Chaitali Bhattacharyya, Hyunsei Lee, Junyoung Lee, Shinhyoung Jang, Il hong Suh, Yeseong Kim
- Submitted to ICLR 2026
- Readers: Everyone
Mitigating Text Degeneration via Token-Level Guidance For pruned Large Language Models
Junyoung Lee, Sehyeon Park, Shinhyoung Jang, Seonha Ryu, Hojeong Kim, Hyunsei Lee, Il hong Suh, Yeseong Kim
- Submitted to ICLR 2026
- Readers: Everyone
Late Breaking Results: Dynamically Scalable Pruning for Transformer-Based Large Language Models
Junyoung Lee, Shinhyoung Jang, Seohyun Kim, Jongho Park, Ilhong Suh, Hoon Sung Chwa, Yeseong Kim
- DATE 2025
- Readers: Everyone
Hyperdimensional Computing-Based Federated Learning in Mobile Robots Through Synthetic Oversampling
Hyunsei Lee, Woongjae Han, Hojeong Kim, Hyukjun Kwon, Shinhyoung Jang, Ilhong Suh, Yeseong Kim
- ICRA 2025
- Readers: Everyone
Diffusion-Based Generative System Surrogates for Scalable Learning-Driven Optimization in Virtual Playgrounds
Junyoung Lee, Seohyun Kim, Shinhyoung Jang, Jongho Park, Yeseong Kim
- SIGMETRICS (Abstracts) 2025
- Readers: Everyone
Bit-Level Semantics: Scalable RAG Retrieval with Neurosymbolic Hyperdimensional Computing
Hyunsei Lee, Shinhyoung Jang, Jaewoo Gwak, Jongho Park, Yeseong Kim
- PACT 2025
- Readers: Everyone
PersonalizedHD: Hyperdimensional Online Learning with Scalable Personalization and Memory-Efficient Replay
Shinhyoung Jang, Junyoung Lee, Seohyun Kim, Hyunsei Lee, Ilhong Suh, Yeseong Kim
- IEEE Big Data 2025
- Readers: Everyone

Co-Authors

Chaitali Bhattacharyya
Hojeong Kim
Hoon Sung Chwa
Hyukjun Kwon
Hyunsei Lee
Il hong Suh
Ilhong Suh
Jaewoo Gwak
Jongho Park
Junyoung Lee
Sehyeon Park
Seohyun Kim
Seonha Ryu
Woongjae Han
Yeseong Kim