| 2025 | AAAI | ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder. | Jungho Kim, Changwon Kang, Dongyoung Lee, Sehwan Choi, Jun Won Choi |
| 2025 | AAAI | JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts. | Taein Son, Soo Won Seo, Jisong Kim, Seok Hwan Lee, Jun Won Choi |
| 2025 | CVPR | Resilient Sensor Fusion Under Adverse Sensor Failures via Multi-Modal Expert Fusion. | Konyul Park, Yecheol Kim, Daehun Kim, Jun Won Choi |
| 2025 | ICCV | RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion. | Geonho Bang, Minjae Seong, Jisong Kim, Geunju Baek, Daye Oh, Junhyung Kim, Junho Koh, Jun Won Choi |
| 2025 | ICCV | MAESTRO: Task-Relevant Optimization Via Adaptive Feature Enhancement and Suppression for Multi-Task 3D Perception. | Changwon Kang, Jisong Kim, Hongjae Shin, Junseo Park, Jun Won Choi |
| 2024 | CVPR | RadarDistill: Boosting Radar-Based Object Detection Performance via Knowledge Distillation from LiDAR Features. | Geonho Bang, Kwangjin Choi, Jisong Kim, Dongsuk Kum, Jun Won Choi |
| 2024 | ECCV | Distribution-Aware Robust Learning from Long-Tailed Data with Noisy Labels. | Jae Soon Baik, In Young Yoon, Kun Hoon Kim, Jun Won Choi |
| 2024 | ECCV | Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks. | Sehwan Choi, Jungho Kim, Hongjae Shin, Jun Won Choi |
| 2024 | HPCA | SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving. | Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi |
| 2024 | ICRA | PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network. | Jisong Kim, Geonho Bang, Kwangjin Choi, Minjae Seong, Jaechang Yoo, Eunjong Pyo, Jun Won Choi |
| 2024 | ICRA | RCM-Fusion: Radar-Camera Multi-Level Fusion for 3D Object Detection. | Jisong Kim, Minjae Seong, Geonho Bang, Dongsuk Kum, Jun Won Choi |
| 2024 | ICRA | Fine-Grained Pillar Feature Encoding Via Spatio-Temporal Virtual Grid for 3D Object Detection. | Konyul Park, Yecheol Kim, Junho Koh, Byungwoo Park, Jun Won Choi |
| 2023 | AAAI | CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer. | Youngseok Kim, Sanmin Kim, Jun Won Choi, Dongsuk Kum |
| 2023 | AAAI | MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection. | Junho Koh, Junhyung Lee, Youngwoo Lee, Jaekyum Kim, Jun Won Choi |
| 2023 | ICCV | R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement. | Sehwan Choi, Jungho Kim, Junyong Yun, Jun Won Choi |
| 2023 | ICCV | CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception. | Youngseok Kim, Juyeb Shin, Sanmin Kim, In-Jae Lee, Jun Won Choi, Dongsuk Kum |
| 2023 | ICRA | D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence. | Junhyung Lee, Junho Koh, Youngwoo Lee, Jun Won Choi |
| 2022 | AAAI | Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds. | Junho Koh, Jaekyum Kim, Jin Hyeok Yoo, Yecheol Kim, Dongsuk Kum, Jun Won Choi |
| 2022 | ACCV | ST-CoNAL: Consistency-Based Acquisition Criterion Using Temporal Self-ensemble for Active Learning. | Jae Soon Baik, In Young Yoon, Jun Won Choi |
| 2021 | CVPR | LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents. | Byeoungdo Kim, SeongHyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum, Junsoo Kim, Jeong Soo Kim, Jun Won Choi |
| 2021 | ICRA | Joint Representation of Temporal Image Sequences and Object Motion for Video Object Detection. | Junho Koh, Jaekyum Kim, Younji Shin, Byeongwon Lee, Seungji Yang, Jun Won Choi |
| 2020 | DATE | PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. | Boyeal Kim, Sang Hyun Lee, Hyun Kim, Duy Thanh Nguyen, Minh-Son Le, Ik Joon Chang, Dohun Kwon, Jin Hyeok Yoo, Jun Won Choi, Hyuk-Jae Lee |
| 2020 | ECCV | 3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-view Spatial Feature Fusion for 3D Object Detection. | Jin Hyeok Yoo, Yecheol Kim, Ji Song Kim, Jun Won Choi |
| 2020 | ICPR | Video Object Detection Using Object's Motion Context and Spatio-Temporal Feature Aggregation. | Jaekyum Kim, Junho Koh, Byeongwon Lee, Seungji Yang, Jun Won Choi |
| 2020 | ICPR | ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection. | Jin Hyeok Yoo, Dongsuk Kum, Jun Won Choi |
| 2019 | WCNC | Path Selection Based Feedback Reduction for FDD Massive MIMO Systems. | Seungnyun Kim, Jun Won Choi, Byonghyo Shim |
| 2018 | ACCV | Robust Deep Multi-modal Learning Based on Gated Information Fusion Network. | Jaekyum Kim, Junho Koh, Yecheol Kim, Jaehyung Choi, Youngbae Hwang, Jun Won Choi |
| 2018 | Tencon | Greedy Sparse Channel Estimation for Millimeter Wave Communications. | Sun Hong Lim, Jun Won Choi, Byonghyo Shim |
| 2016 | ITA | Full and partial frequency reuses for the layered bitstream transmission. | Seok-Ho Chang, Meesue Shin, Jihwan P. Choi, Jun Won Choi |
| 2016 | MOBICOM | Near-ultrasound communication for TV's 2nd screen services. | Soonwon Ka, Tae Hyun Kim, Jae Yeol Ha, Sun Hong Lim, Su Cheol Shin, Jun Won Choi, Chulyoung Kwak, Sunghyun Choi |
| 2016 | VTC | Virtual Pilot-Based Channel Estimation and Multiuser Detection for Multiuser MIMO in LTE-Advanced. | Sunho Park, Jun Won Choi, Ji-Yun Seol, Byonghyo Shim |
| 2015 | INFOCOM | Chirp signal-based aerial acoustic communication for smart devices. | Hyewon Lee, Tae Hyun Kim, Jun Won Choi, Sunghyun Choi |
| 2015 | ITA | Compressive sensing based pilot reduction technique for massive MIMO systems. | Jun Won Choi, Byonghyo Shim |
| 2015 | PIMRC | Soft decision-directed channel estimation for multiuser MIMO systems. | Sunho Park, Jun Won Choi, Keonkook Lee, Byonghyo Shim |
| 2014 | GLOBECOM | New approach for massive MIMO detection using sparse error recovery. | Jun Won Choi, Byonghyo Shim |
| 2014 | ITA | Virtual pilot signal for massive MIMO-OFDM systems. | Sunho Park, Jun Won Choi, Ji-Yun Seol, Byonghyo Shim |
| 2013 | WCNC | Low complexity detection and precoding for massive MIMO systems. | Jun Won Choi, Byungju Lee, Byonghyo Shim, Insung Kang |
| 2010 | GLOBECOM | Stochastic Expectation Maximization Algorithm for Long-Memory Fast-Fading Channels. | Hong Wan, Rong-Rong Chen, Jun Won Choi, Andrew C. Singer, James C. Preisig, Behrouz Farhang-Boroujeny |
| 2010 | ICASSP | A new adaptive turbo equalizer with soft information classification. | Kyeongyeon Kim, Jun Won Choi, Andrew C. Singer, Kyungtae Kim |
| 2010 | ICASSP | Learning in Gaussian Markov random fields. | Thomas J. Riedl, Andrew C. Singer, Jun Won Choi |
| 2010 | ISIT | Linear estimate-based look-ahead path metric for efficient soft-input soft-output tree detection. | Jun Won Choi, Byonghyo Shim, Andrew C. Singer |
| 2010 | ITA | On the improved path metric for soft-input soft-output tree detection. | Jun Won Choi, Byonghyo Shim, Andrew C. Singer |
| 2010 | ITA | Mutual information and time-interleaved analog-to-digital conversion. | Andrew C. Singer, Andrew J. Bean, Jun Won Choi |
| 2010 | ITA | Markov Chain Monte Carlo detection for underwater acoustic channels. | Hong Wan, Rong-Rong Chen, Jun Won Choi, Andrew C. Singer, James C. Preisig, Behrouz Farhang-Boroujeny |
| 2009 | GLOBECOM | Near-ML Detection over a Reduced Dimension Hypersphere. | Jun Won Choi, Byonghyo Shim, Andrew C. Singer |
| 2008 | GLOBECOM | Towards the Performance of ML and the Complexity of MMSE - A Hybrid Approach. | Byonghyo Shim, Jun Won Choi, Insung Kang |
| 2008 | ICASSP | An improved soft feedback V-Blast detection technique for TURBO-MIMO systems. | Jun Won Choi, Andrew C. Singer, Jungwoo Lee, Nam Ik Cho |
| 2006 | ICASSP | Low-Power Adaptive FIR Equalizer Via Soft Error Cancellation. | Jun Won Choi, Andrew C. Singer, Nam Ik Cho |
| 2005 | ICASSP | Energy-efficient digital filtering using ML-based error correction (ML-EC) technique. | Jun Won Choi, Byonghyo Shim, Andrew C. Singer, Nam Ik Cho |
| 2001 | ICASSP | Narrow-band interference suppression in direct sequence spread spectrum systems using a lattice IIR notch filter. | Jun Won Choi, Nam Ik Cho |