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    225 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 Aug 29, 2026Aug 29, 2026

    • Citation-Collapse

      Public
      Python
      •0•0•0•0•Updated Aug 16, 2026Aug 16, 2026

    • NeuroSymbolic-LoRA

      Public
      AAAI NeusymBridge Workshop Oral
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Jul 23, 2026Jul 23, 2026

    • VLM-3R

      Public
      [CVPR 2026] VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
      Python
      •
      Other
      •29•441•10•0•Updated Jul 15, 2026Jul 15, 2026

    • POPS

      Public
      [TMLR'26] POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking
      Python
      •
      MIT License
      •0•2•0•0•Updated Jul 12, 2026Jul 12, 2026

    • GRACE

      Public
      Jupyter Notebook
      •0•3•0•0•Updated Jul 9, 2026Jul 9, 2026

    • AgingBench

      Public
      A longitudinal reliability benchmark foundation for agent lifespan engineering.
      agentbenchmarkaging
      agentbenchmarkagingagent-lifespan-engineeringagingbench
      Python
      •
      MIT License
      •0•15•1•0•Updated Jun 5, 2026Jun 5, 2026

    • latent-capability-resurfacing

      Public
      Shell
      •0•2•0•0•Updated Jun 4, 2026Jun 4, 2026

    • TTC-Net

      Public
      [ICML'26] Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning
      optimal-controlstate-space-modeltriton-lang
      optimal-controlstate-space-modeltriton-langllm-reasoning
      Python
      •
      MIT License
      •1•17•1•0•Updated Jun 1, 2026Jun 1, 2026

    • GraphFM

      Public
      [ICML'26] When Do Graph Foundation Models Transfer? A Data-Centric Theory
      Python
      •0•2•0•0•Updated May 29, 2026May 29, 2026

    • FlowMorph

      Public
      [WACV 2026]FlowMorph: Revealing an Optimizable Flow Latent Space for Controlled Image Morphing
      Python
      •
      MIT License
      •0•2•1•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

    • 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•35•2•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•26•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

    • 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•66•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•105•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•4•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
      •6•21•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
      •8•64•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•18•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•16•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
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