| 2026 | ACL | Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval. | Haejun Yoo, Yongseop Shin, Insung Lee, Myoung-Wan Koo, Du-Seong Chang |
| 2025 | AAAI | RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy. | Geonho Lee, Janghwan Lee, Sukjin Hong, Minsoo Kim, Euijai Ahn, Du-Seong Chang, Jungwook Choi |
| 2025 | ACL | Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration. | ChaeHun Park, Yujin Baek, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo |
| 2024 | AAAI | Structure-Aware Multimodal Sequential Learning for Visual Dialog. | Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim |
| 2024 | ACL | Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition. | Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung |
| 2024 | ACL | Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. | Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi |
| 2024 | ACL | Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. | ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo |
| 2024 | ASPLOS | ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. | Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo |
| 2024 | COLING | PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models. | Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn |
| 2024 | ECCV | BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. | Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo |
| 2024 | EMNLP | Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters. | Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun |
| 2023 | EACL | Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective. | Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun |
| 2023 | EMNLP | NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. | Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun |
| 2023 | IUI | Interactive User Interface for Dialogue Summarization. | Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang |
| 2022 | EMNLP | Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. | Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi |
| 2008 | AAAI | Symbolic Heuristic Search Value Iteration for Factored POMDPs. | Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Du-Seong Chang, Myoung-Wan Koo |
| 2004 | IJCNLP | Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities. | Du-Seong Chang, Key-Sun Choi |
| 1995 | Interspeech | KT-STS: a speech translation system for hotel reservation and a continuous speech recognition system for speech translation. | Myoung-Wan Koo, Il-Hyun Sohn, Woosung Kim, Du-Seong Chang |