Data/Feature Distributed Stochastic Coordinate Descent for Logistic Regression. - Dongyeop Kang; Woosang Lim; Kijung Shin; Lee Sael; U Kang (CIKM, 2014)

Optimizing Generative Dialog State Tracker via Cascading Gradient Descent. - Byung-Jun Lee 001; Woosang Lim; Daejoong Kim; Kee-Eung Kim (SIGDIAL Conference, 2014)

Reward Shaping for Model-Based Bayesian Reinforcement Learning. - Hyeoneun Kim; Woosang Lim; Kanghoon Lee; Yung-Kyun Noh; Kee-Eung Kim (AAAI, 2015)

Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets. - Woosang Lim; Minhwan Kim; Haesun Park; Kyomin Jung (ICML, 2015)

Hadamard Product for Low-rank Bilinear Pooling. - Jin-Hwa Kim; Kyoung Woon On; Woosang Lim; Jeonghee Kim; Jung-Woo Ha 001; Byoung-Tak Zhang (ICLR (Poster), 2017)

CoDiNMF: Co-Clustering of Directed Graphs via NMF. - Woosang Lim; Rundong Du; Haesun Park (AAAI, 2018)

Multi-scale Nystrom Method. - Woosang Lim; Rundong Du; Bo Dai 001; Kyomin Jung; Le Song; Haesun Park (AISTATS, 2018)

Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction. - Jun-Hyung Park; Hyuntae Park; Yeachan Kim; Woosang Lim; SangKeun Lee 001 (EMNLP (Industry Track), 2024)

MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension. - Zekun Li 008; Xianjun Yang; Kyuri Choi; Wanrong Zhu; Ryan Hsieh; HyeonJung Kim; Jin Hyuk Lim; Sungyoung Ji; Byungju Lee; Xifeng Yan; Linda Ruth Petzold; Stephen D. Wilson; et al. (CoRR, 2024)

Efficient and Scalable Estimation of Tool Representations in Vector Space. - Suhong Moon; Siddharth Jha; Lutfi Eren Erdogan; Sehoon Kim; Woosang Lim; Kurt Keutzer; Amir Gholami (CoRR, 2024)

Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer. - Euntae Choi; Sumin Song; Woosang Lim; Sungjoo Yoo (CoRR, 2025)

Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free. - Euntae Choi; Sumin Song; Woosang Lim; Sungjoo Yoo (CoRR, 2025)

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG. - Woosang Lim; Zekun Li 008; Gyuwan Kim; Sungyoung Ji; HyeonJung Kim; Kyuri Choi; Jin Hyuk Lim; Kyungpyo Park; William Yang Wang (CoRR, 2025)