Skip to content

@VITA-Group VITA

Change the repository type filter

All

    Repositories list

    220 repositories

    • Comp4D

      Public
      "Comp4D: Compositional 4D Scene Generation", Dejia Xu*, Hanwen Liang*, Neel P. Bhatt, Hezhen Hu, Hanxue Liang, Konstantinos N. Plataniotis, and Zhangyang Wang
      4dgenerative-aigaussian-splatting
      4dgenerative-aigaussian-splattingtext-to-4d
      Python
      •1•78•4•0•Updated Apr 26, 2026Apr 26, 2026

    • VeriWorld

      Public
      A Verifiable Visual SWE-Bench for Spatial Reasoning in 3D Environments. UE5 infra for AI-create verifiable 3D tasks via vibe coding for VLM/LLM evaluation with …
      Python
      •
      Other
      •0•5•0•0•Updated Apr 23, 2026Apr 23, 2026

    • VLM-3R

      Public
      [CVPR 2026] VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
      Python
      •
      Other
      •26•379•9•0•Updated Apr 23, 2026Apr 23, 2026

    • FlowMorph

      Public
      [WACV 2026]FlowMorph: Revealing an Optimizable Flow Latent Space for Controlled Image Morphing
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 18, 2026Apr 18, 2026

    • Oscillation-Inversion

      Public
      [AAAI'26 Oral] Oscillation Inversion: Training-free Image and Video Enhancement through Oscillated Latents in Large Flow Models
      Jupyter Notebook
      •
      MIT License
      •0•1•1•0•Updated Apr 18, 2026Apr 18, 2026

    • o1-planning

      Public
      [NeurIPS'24 LanGame workshop] On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability
      planningopenaireasoning
      planningopenaireasoningfoundation-modelsllm
      Python
      •1•42•0•0•Updated Apr 10, 2026Apr 10, 2026

    • TTC-Net

      Public
      Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control
      Python
      •
      MIT License
      •1•15•1•0•Updated Mar 11, 2026Mar 11, 2026

    • Nabla-Reasoner

      Public
      [ICLR'26] "Nabla-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space" by Peihao Wang*, Ruisi Cai*, Zhen Wang, Hongyuan Mei, Qiang Liu, Pan Li…
      Python
      •
      MIT License
      •0•26•0•0•Updated Mar 10, 2026Mar 10, 2026

    • LoX

      Public
      [COLM 2025] LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning
      ailow-rankllm-safety
      ailow-rankllm-safety
      Python
      •
      MIT License
      •1•6•1•0•Updated Nov 13, 2025Nov 13, 2025

    • WeLore

      Public
      [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications
      Python
      •1•52•1•0•Updated Oct 30, 2025Oct 30, 2025

    • Neon

      Public
      [ICLR 2026 Oral] Neon: Negative Extrapolation From Self-Training Improves Image Generation
      Python
      •
      MIT License
      •2•22•0•0•Updated Oct 7, 2025Oct 7, 2025

    • WFM-TTS

      Public
      [COLM 2025] Can Test-Time Scaling Improve World Foundation Model?
      Jupyter Notebook
      •0•7•0•0•Updated Aug 13, 2025Aug 13, 2025

    • VITA-Group.github.io

      Public
      Jupyter Notebook
      •3•4•0•0•Updated Jul 2, 2025Jul 2, 2025

    • ViHGNN

      Public
      [ICCV2023] "Vision HGNN: An Image is More than a Graph of Nodes" by Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, and Zhangyang Wang
      Python
      •
      MIT License
      •12•63•4•0•Updated Jun 13, 2025Jun 13, 2025

    • TAPE

      Public
      [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi Cai, Jason D. Lee, Pan…
      positional-encodinglarge-language-modelsequivariant-neural-networks
      positional-encodinglarge-language-modelsequivariant-neural-networks
      Python
      •
      MIT License
      •2•15•1•0•Updated Jun 6, 2025Jun 6, 2025

    • E3D-Bench

      Public
      Official implementation of "E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models"
      1•103•3•0•Updated Jun 4, 2025Jun 4, 2025

    • principled_scaling_lr_init

      Public
      [ICLR 2024] Principled Architecture-aware Scaling of Hyperparameters
      Python
      •
      MIT License
      •0•6•0•0•Updated Jun 1, 2025Jun 1, 2025

    • SteepGS

      Public
      [CVPR 2025] Steepest Descent Density Control for Compact 3D Gaussian Splatting
      JavaScript
      •0•5•0•0•Updated May 15, 2025May 15, 2025

    • R-Sparse

      Public
      [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
      sparsityllmllm-inference
      sparsityllmllm-inference
      Python
      •5•19•2•0•Updated Apr 28, 2025Apr 28, 2025

    • Junk_DNA_Hypothesis

      Public
      [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, Souvik Kundu, Zhangyang W…
      Python
      •2•16•0•0•Updated Apr 21, 2025Apr 21, 2025

    • llm-kick

      Public
      [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.
      llm-inferencellm-evaluationllm-compression
      llm-inferencellm-evaluationllm-compressionllm-pruning
      Python
      •7•27•1•0•Updated Apr 21, 2025Apr 21, 2025

    • SEAL

      Public
      [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free
      Python
      •5•57•3•0•Updated Apr 6, 2025Apr 6, 2025

    • SSM-Bottleneck

      Public
      [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yuehao Wang, Jiajun Zhu, P…
      language-modelstate-space-modeloversmoothing
      language-modelstate-space-modeloversmoothingrecency-bias
      Python
      •
      MIT License
      •1•17•0•0•Updated Mar 21, 2025Mar 21, 2025

    • Shake-to-Leak

      Public
      [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk
      Python
      •
      MIT License
      •3•15•2•0•Updated Mar 15, 2025Mar 15, 2025

    • Superficial_Alignment

      Public
      [NAACL 2025] Extracting and Understanding the Superficial Knowledge in Alignment, Runjin Chen, Gabriel Jacob Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. …
      Python
      •0•5•0•0•Updated Jan 25, 2025Jan 25, 2025

    • VideoLifter

      Public
      [3DV 2026] VideoLifter: Lifting Videos to 3D with Fast Hierarchical Stereo Alignment
      Python
      •
      Apache License 2.0
      •4•142•3•1•Updated Jan 21, 2025Jan 21, 2025

    • Diffusion4D

      Public
      [NeurIPS 2024] Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models
      4dgenerative-aitext-to-4d
      4dgenerative-aitext-to-4dimage-to-4d
      Python
      •8•342•6•0•Updated Jan 21, 2025Jan 21, 2025

    • LightGaussian

      Public
      [NeurIPS 2024 Spotlight]"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia…
      3d-reconstructionefficient-inferencegaussian-splatting
      3d-reconstructionefficient-inferencegaussian-splattingnuripsneurips-2024
      Python
      •
      Other
      •73•792•17•1•Updated Dec 30, 2024Dec 30, 2024

    • READ-ME

      Public
      [NeurIPS2024] "Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design", Ruisi Cai, Yeonju Ro, Geon-Woo Kim, Peihao Wang, Babak…
      Python
      •2•15•0•0•Updated Dec 16, 2024Dec 16, 2024

    • HardFocusTraining

      Public
      [Preprint] "Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization" by Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Y…
      Python
      •2•4•1•0•Updated Dec 2, 2024Dec 2, 2024
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.