Pedestrian Detection via Structure-Sensitive Deep Representation Learning. - Deliang Huang; Shijia Huang; Hefeng Wu; Ning Liu (ICIG (1), 2017)

Surrogate-Assisted Multi-Tasking Memetic Algorithm. - Dingnan Liu; Shijia Huang; Jinghui Zhong (CEC, 2018)

ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy. - Shijia Huang; Jinghui Zhong (ICCS (3), 2018)

Surrogate-Assisted Evolutionary Framework with Adaptive Knowledge Transfer for Multi-Task Optimization. - Shijia Huang; Jinghui Zhong; Wei-Jie Yu 001 (IEEE Trans. Emerg. Top. Comput., 2021)

Multi-View Transformer for 3D Visual Grounding. - Shijia Huang; Yilun Chen; Jiaya Jia; Liwei Wang 009 (CVPR, 2022)

A Unified Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu; Lei Zhang 001; Liwei Wang 009 (CoRR, 2022)

DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding. - Shilong Liu; Shijia Huang; Feng Li 040; Hao Zhang 097; Yaoyuan Liang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (AAAI, 2023)

MP-Former: Mask-Piloted Transformer for Image Segmentation. - Hao Zhang 097; Feng Li 040; Huaizhe Xu; Shijia Huang; Shilong Liu; Lionel M. Ni; Lei Zhang 001 (CVPR, 2023)

Learning Preference Model for LLMs via Automatic Preference Data Generation. - Shijia Huang; Jianqiao Zhao; Yanyang Li; Liwei Wang 009 (EMNLP, 2023)

CLEVA: Chinese Language Models EVAluation Platform. - Yanyang Li; Jianqiao Zhao; Duo Zheng; Zi-Yuan Hu; Zhi Chen 006; Xiaohui Su; Yongfeng Huang 001; Shijia Huang; Dahua Lin; Michael R. Lyu; Liwei Wang 009 (EMNLP (Demos), 2023)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu; Shijia Huang; Jianfeng Gao 001; Lei Zhang 001; Chunyuan Li; Jianwei Yang (CoRR, 2023)

DSGN++: Exploiting Visual-Spatial Relation for Stereo-Based 3D Detectors. - Yilun Chen; Shijia Huang; Shu Liu 005; Bei Yu 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Towards Learning a Generalist Model for Embodied Navigation. - Duo Zheng; Shijia Huang; Lin Zhao 016; Yiwu Zhong; Liwei Wang 009 (CVPR, 2024)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu; Shijia Huang; Jianfeng Gao 001; Leizhang; Chunyuan Li; Jainwei Yang (ECCV (43), 2024)

Enhancing Temporal Modeling of Video LLMs via Time Gating. - Zi-Yuan Hu; Yiwu Zhong; Shijia Huang; Michael R. Lyu; Liwei Wang 009 (EMNLP (Findings), 2024)

A coevolutionary estimation of distribution algorithm based on dynamic differential grouping for mixed-variable optimization problems. - Shijia Huang; Zhe Wang; Yang Ge; Feng Wang 048 (Expert Syst. Appl., 2024)

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding. - Duo Zheng; Shijia Huang; Liwei Wang 009 (CVPR, 2025)

Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors. - Duo Zheng; Shijia Huang; Yanyang Li; Liwei Wang 009 (CoRR, 2025)

A Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu; Lei Zhang 001; Liwei Wang 009 (Int. J. Comput. Vis., 2025)