Path-Invariant Map Networks. - Zaiwei Zhang; Zhenxiao Liang; Lemeng Wu; Xiaowei Zhou 001; Qixing Huang (CVPR, 2019)

Splitting Steepest Descent for Growing Neural Architectures. - Lemeng Wu; Dilin Wang; Qiang Liu 001 (NeurIPS, 2019)

Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent. - Dilin Wang; Meng Li 004; Lemeng Wu; Vikas Chandra; Qiang Liu 001 (CoRR, 2019)

Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks. - Lemeng Wu; Bo Liu 042; Peter Stone 001; Qiang Liu 001 (NeurIPS, 2020)

Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough. - Mao Ye 006; Lemeng Wu; Qiang Liu 001 (NeurIPS, 2020)

Steepest Descent Neural Architecture Optimization: Escaping Local Optimum with Signed Neural Splitting. - Lemeng Wu; Mao Ye 006; Qi Lei; Jason D. Lee; Qiang Liu 001 (CoRR, 2020)

Centroid Transformers: Learning to Abstract with Attention. - Lemeng Wu; Xingchao Liu; Qiang Liu 001 (CoRR, 2021)

FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization. - Xingchao Liu; Chengyue Gong; Lemeng Wu; Shujian Zhang; Hao Su; Qiang Liu 001 (CoRR, 2021)

How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity. - Chengyue Gong; Lemeng Wu; Qiang Liu 001 (ICML, 2022)

Diffusion-based Molecule Generation with Informative Prior Bridges. - Lemeng Wu; Chengyue Gong; Xingchao Liu; Mao Ye 006; Qiang Liu 001 (NeurIPS, 2022)

First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data. - Mao Ye 006; Lemeng Wu; Qiang Liu 001 (NeurIPS, 2022)

Residual Mixture of Experts. - Lemeng Wu; Mengchen Liu; Yinpeng Chen; Dongdong Chen 001; Xiyang Dai; Lu Yuan (CoRR, 2022)

Let us Build Bridges: Understanding and Extending Diffusion Generative Models. - Xingchao Liu; Lemeng Wu; Mao Ye 006; Qiang Liu 001 (CoRR, 2022)

First Hitting Diffusion Models. - Mao Ye 006; Lemeng Wu; Qiang Liu 001 (CoRR, 2022)

Neural Volumetric Mesh Generator. - Yan Zheng; Lemeng Wu; Xingchao Liu; Zhen Chen; Qiang Liu 001; Qixing Huang (CoRR, 2022)

FlowGrad: Controlling the Output of Generative ODEs with Gradients. - Xingchao Liu; Lemeng Wu; Shujian Zhang; Chengyue Gong; Wei Ping; Qiang Liu 001 (CVPR, 2023)

Fast Point Cloud Generation with Straight Flows. - Lemeng Wu; Dilin Wang; Chengyue Gong; Xingchao Liu; Yunyang Xiong; Rakesh Ranjan; Raghuraman Krishnamoorthi; Vikas Chandra; Qiang Liu 001 (CVPR, 2023)

Learning Diffusion Bridges on Constrained Domains. - Xingchao Liu; Lemeng Wu; Mao Ye 006; Qiang Liu 001 (ICLR, 2023)

AutoML-GPT: Automatic Machine Learning with GPT. - Shujian Zhang; Chengyue Gong; Lemeng Wu; Xingchao Liu; Mingyuan Zhou (CoRR, 2023)

SqueezeSAM: User friendly mobile interactive segmentation. - Balakrishnan Varadarajan; Bilge Soran; Forrest N. Iandola; Xiaoyu Xiang; Yunyang Xiong; Lemeng Wu; Chenchen Zhu; Raghuraman Krishnamoorthi; Vikas Chandra (CoRR, 2023)

PathFusion: Path-Consistent Lidar-Camera Deep Feature Fusion. - Lemeng Wu; Dilin Wang; Meng Li 004; Yunyang Xiong; Raghuraman Krishnamoorthi; Qiang Liu 001; Vikas Chandra (3DV, 2024)

Layer Compression of Deep Networks with Straight Flows. - Chengyue Gong; Xiaocong Du; Bhargav Bhushanam; Lemeng Wu; Xingchao Liu; Dhruv Choudhary; Arun Kejariwal; Qiang Liu 001 (AAAI, 2024)

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything. - Yunyang Xiong; Bala Varadarajan; Lemeng Wu; Xiaoyu Xiang; Fanyi Xiao; Chenchen Zhu; Xiaoliang Dai; Dilin Wang; Fei Sun; Forrest N. Iandola; Raghuraman Krishnamoorthi; Vikas Chandra (CVPR, 2024)

LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows. - Shujian Zhang; Lemeng Wu; Chengyue Gong; Xingchao Liu (NAACL-HLT, 2024)

Communication Efficient Distributed Training with Distributed Lion. - Bo Liu 042; Lemeng Wu; Lizhang Chen; Kaizhao Liang; Jiaxu Zhu; Chen Liang; Raghuraman Krishnamoorthi; Qiang Liu 001 (NeurIPS, 2024)

Data Efficient Reflow for Few Step Audio Generation. - Lemeng Wu; Zhaoheng Ni; Bowen Shi; Gaël Le Lan; Anurag Kumar 003; Varun Nagaraja; Xinhao Mei; Yunyang Xiong; Bilge Soran; Raghuraman Krishnamoorthi; Wei-Ning Hsu; Yangyang Shi; et al. (SLT, 2024)

Language Rectified Flow: Advancing Diffusion Language Generation with Probabilistic Flows. - Shujian Zhang; Lemeng Wu; Chengyue Gong; Xingchao Liu (CoRR, 2024)

InverseMeetInsert: Robust Real Image Editing via Geometric Accumulation Inversion in Guided Diffusion Models. - Yan Zheng; Lemeng Wu (CoRR, 2024)

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. - Xiaoqian Shen; Yunyang Xiong; Changsheng Zhao 002; Lemeng Wu; Jun Chen 021; Chenchen Zhu; Zechun Liu; Fanyi Xiao; Balakrishnan Varadarajan; Florian Bordes; Zhuang Liu; Hu Xu 001; et al. (CoRR, 2024)

Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations. - Igor Fedorov; Kate Plawiak; Lemeng Wu; Tarek Elgamal; Naveen Suda; Eric Smith; Hongyuan Zhan; Jianfeng Chi; Yuriy Hulovatyy; Kimish Patel; Zechun Liu; Changsheng Zhao 002; et al. (CoRR, 2024)

Efficient Track Anything. - Yunyang Xiong; Chong Zhou; Xiaoyu Xiang; Lemeng Wu; Chenchen Zhu; Zechun Liu; Saksham Suri; Balakrishnan Varadarajan; Ramya Akula; Forrest N. Iandola; Raghuraman Krishnamoorthi; Bilge Soran; et al. (CoRR, 2024)

PrivCirNet: Efficient Private Inference via Block Circulant Transformation. - Tianshi Xu; Lemeng Wu; Runsheng Wang; Meng Li 004 (IACR Cryptol. ePrint Arch., 2024)

Steepest Descent Density Control for Compact 3D Gaussian Splatting. - Peihao Wang; Yuehao Wang; Dilin Wang; Sreyas Mohan; Zhiwen Fan; Lemeng Wu; Ruisi Cai; Yu-Ying Yeh; Zhangyang Wang; Qiang Liu 001; Rakesh Ranjan (CVPR, 2025)

EdgeTAM: On-Device Track Anything Model. - Chong Zhou; Chenchen Zhu; Yunyang Xiong; Saksham Suri; Fanyi Xiao; Lemeng Wu; Raghuraman Krishnamoorthi; Bo Dai 027; Chen Change Loy; Vikas Chandra; Bilge Soran (CVPR, 2025)

Longhorn: State Space Models are Amortized Online Learners. - Bo Liu 042; Rui Wang; Lemeng Wu; Yihao Feng; Peter Stone 001; Qiang Liu 001 (ICLR, 2025)

EdgeTAM: On-Device Track Anything Model. - Chong Zhou; Chenchen Zhu; Yunyang Xiong; Saksham Suri; Fanyi Xiao; Lemeng Wu; Raghuraman Krishnamoorthi; Bo Dai 002; Chen Change Loy; Vikas Chandra; Bilge Soran (CoRR, 2025)