PPaperPicks

Zhangyang Wang

University of Texas at Austin, Cockrell School of Engineering, TX, USA

84 papers at tracked venues · 74 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2050-5693 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×17ICLR ×17ICML ×17NeurIPS ×16ACL ×3ECCV ×3AAAI ×2MLSys ×2WACV ×2AISTATS ×1EMNLP ×1IROS ×1VLDB ×1WWW ×1

Frequent coauthors

Peihao Wang
×18
Zhiwen Fan
×17
Dejia Xu
×14
Humphrey Shi
×10
Ruisi Cai
×9
Zhenyu Zhang
×8
Ajay Kumar Jaiswal
×7
Shiwei Liu
×7
Yifan Jiang
×6
Junyuan Hong
×6
Tianlong Chen
×6
Yuehao Wang
×5

Papers

  1. FlowMorph: Revealing an Optimizable Flow Latent Space for Controlled Image Morphing
    WACV 2026 ·
    Yan Zheng
    ,
    Yi Yang
    ,
    Lanqing Guo
    , Zhangyang Wang
  2. Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration
    ACL 2026 ·
    Jucheng Shen
    ,
    Gaurav Sarkar
    ,
    Yeonju Ro
    ,
    Sharath Nittur Sridhar
    , Zhangyang Wang,
    Aditya Akella
    ,
    Souvik Kundu
  3. Oscillation Inversion: Training-Free Image and Video Enhancement Through Oscillated Latents in Large Flow Models
    AAAI 2026 ·
    Yan Zheng
    ,
    Zhenxiao Liang
    ,
    Xiaoyan Cong
    ,
    Yi Yang
    ,
    Lanqing Guo
    ,
    Yuehao Wang
    ,
    Peihao Wang
    , Zhangyang Wang
  4. 4K4DGen: Panoramic 4D Generation at 4K Resolution
    ICLR 2025 ·
    Renjie Li
    ,
    Panwang Pan
    ,
    Bangbang Yang
    ,
    Dejia Xu
    ,
    Shijie Zhou
    ,
    Xuanyang Zhang
    ,
    Zeming Li
    ,
    Achuta Kadambi
    , Zhangyang Wang,
    Zhengzhong Tu
    ,
    Zhiwen Fan
  5. A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
    CVPR 2025 ·
    Wangbo Zhao
    ,
    Yizeng Han
    ,
    Jiasheng Tang
    ,
    Zhikai Li
    ,
    Yibing Song
    ,
    Kai Wang
    , Zhangyang Wang,
    Yang You
  6. APOLLO: SGD-like Memory, AdamW-level Performance
    MLSys 2025 ·
    Hanqing Zhu
    ,
    Zhenyu Zhang
    ,
    Wenyan Cong
    ,
    Xi Liu
    ,
    Sem Park
    ,
    Vikas Chandra
    ,
    Bo Long
    ,
    David Z. Pan
    , Zhangyang Wang,
    Jinwon Lee
  7. Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
    ICML 2025 ·
    Dejia Xu
    ,
    Yifan Jiang
    ,
    Chen Huang
    ,
    Liangchen Song
    ,
    Thorsten Gernoth
    ,
    Liangliang Cao
    , Zhangyang Wang,
    Hao Tang
  8. Copy or Not? Reference-Based Face Image Restoration with Fine Details
    WACV 2025 ·
    Min Jin Chong
    ,
    Dejia Xu
    ,
    Yi Zhang
    , Zhangyang Wang,
    David A. Forsyth
    ,
    Gurunandan Krishnan
    ,
    Yicheng Wu
    ,
    Jian Wang
  9. Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
    NeurIPS 2025 ·
    Zhiyuan Liang
    ,
    Dongwen Tang
    ,
    Yuhao Zhou
    ,
    Xuanlei Zhao
    ,
    Mingjia Shi
    ,
    Wangbo Zhao
    ,
    Zekai Li
    ,
    Peihao Wang
    ,
    Konstantin Schürholt
    ,
    Damian Borth
    ,
    Michael M. Bronstein
    ,
    Yang You
    , Zhangyang (Atlas) Wang,
    Kai Wang
  10. Efficient Image Generation with Variadic Attention Heads
    CVPR 2025 ·
    Steven Walton
    ,
    Ali Hassani
    ,
    Xingqian Xu
    , Zhangyang Wang,
    Humphrey Shi
  11. Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields
    CVPR 2025 ·
    Shijie Zhou
    ,
    Hui Ren
    ,
    Yijia Weng
    ,
    Shuwang Zhang
    ,
    Zhen Wang
    ,
    Dejia Xu
    ,
    Zhiwen Fan
    ,
    Suya You
    , Zhangyang Wang,
    Leonidas J. Guibas
    ,
    Achuta Kadambi
  12. FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting
    CVPR 2025 ·
    Hengyu Liu
    ,
    Yuehao Wang
    ,
    Chenxin Li
    ,
    Ruisi Cai
    ,
    Kevin Wang
    ,
    Wuyang Li
    ,
    Pavlo Molchanov
    ,
    Peihao Wang
    , Zhangyang Wang
  13. From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
    ICML 2025 ·
    Ajay Kumar Jaiswal
    ,
    Yifan Wang
    ,
    Lu Yin
    ,
    Shiwei Liu
    ,
    Runjin Chen
    ,
    Jiawei Zhao
    ,
    Ananth Grama
    ,
    Yuandong Tian
    , Zhangyang Wang
  14. Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
    NeurIPS 2025 ·
    Haoyu Wang
    ,
    Peihao Wang
    ,
    Mufei Li
    ,
    Shikun Liu
    ,
    Siqi Miao
    , Zhangyang (Atlas) Wang,
    Pan Li
  15. HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
    ICML 2025 ·
    Geon-Woo Kim
    ,
    Junbo Li
    ,
    Shashidhar Gandham
    ,
    Omar Baldonado
    ,
    Adithya Gangidi
    ,
    Pavan Balaji
    , Zhangyang Wang,
    Aditya Akella
  16. HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
    ICLR 2025 ·
    Hayk Manukyan
    ,
    Andranik Sargsyan
    ,
    Barsegh Atanyan
    , Zhangyang Wang,
    Shant Navasardyan
    ,
    Humphrey Shi
  17. Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework
    MLSys 2025 ·
    Neel P. Bhatt
    ,
    Yunhao Yang
    ,
    Rohan Siva
    ,
    Daniel Milan
    ,
    Ufuk Topcu
    , Zhangyang Wang
  18. LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing
    ICLR 2025 ·
    Ruisi Cai
    ,
    Saurav Muralidharan
    ,
    Hongxu Yin
    , Zhangyang Wang,
    Jan Kautz
    ,
    Pavlo Molchanov
  19. Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions
    NeurIPS 2025 ·
    Longfei Li
    ,
    Zhiwen Fan
    ,
    Wenyan Cong
    ,
    Xinhang Liu
    ,
    Yuyang Yin
    ,
    Matthew Foutter
    ,
    Panwang Pan
    ,
    Chenyu You
    ,
    Yue Wang
    , Zhangyang (Atlas) Wang,
    Yao Zhao
    ,
    Marco Pavone
    ,
    Yunchao Wei
  20. MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
    EMNLP 2025 ·
    Shrey Pandit
    ,
    Jiawei Xu
    ,
    Junyuan Hong
    , Zhangyang Wang,
    Tianlong Chen
    ,
    Kaidi Xu
    ,
    Ying Ding
  21. On the Provable Separation of Scales in Maximal Update Parameterization
    ICML 2025 ·
    Letong Hong
    , Zhangyang Wang
  22. On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
    ICML 2025 ·
    Yeonju Ro
    ,
    Zhenyu Zhang
    ,
    Souvik Kundu
    , Zhangyang Wang,
    Aditya Akella
  23. One Token Embedding Is Enough to Deadlock Your Large Reasoning Model
    NeurIPS 2025 ·
    Mohan Zhang
    ,
    Yihua Zhang
    ,
    Jinghan Jia
    , Zhangyang (Atlas) Wang,
    Sijia Liu
    ,
    Tianlong Chen
  24. PIPA: Preference Alignment as Prior-Informed Statistical Estimation
    ICML 2025 ·
    Junbo Li
    , Zhangyang Wang,
    Qiang Liu
  25. R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
    ICLR 2025 ·
    Zhenyu Zhang
    ,
    Zechun Liu
    ,
    Yuandong Tian
    ,
    Harshit Khaitan
    , Zhangyang Wang,
    Steven Li
  26. REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
    NeurIPS 2025 ·
    Ziqiao Wang
    ,
    Wangbo Zhao
    ,
    Yuhao Zhou
    ,
    Zekai Li
    ,
    Zhiyuan Liang
    ,
    Mingjia Shi
    ,
    Xuanlei Zhao
    ,
    Pengfei Zhou
    ,
    Kaipeng Zhang
    , Zhangyang (Atlas) Wang,
    Kai Wang
    ,
    Yang You
  27. Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding
    ICML 2025 ·
    Jiajun Zhu
    ,
    Peihao Wang
    ,
    Ruisi Cai
    ,
    Jason D. Lee
    ,
    Pan Li
    , Zhangyang Wang
  28. SAS: Simulated Attention Score
    NeurIPS 2025 ·
    Chuanyang Zheng
    ,
    Jiankai Sun
    ,
    Yihang Gao
    ,
    Yuehao Wang
    ,
    Peihao Wang
    ,
    Jing Xiong
    ,
    Liliang Ren
    ,
    Hao Cheng
    ,
    Janardhan Kulkarni
    ,
    Yelong Shen
    , Zhangyang (Atlas) Wang,
    Mac Schwager
    ,
    Anderson Schneider
    ,
    Xiaodong Liu
    ,
    Jianfeng Gao
  29. SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
    ICLR 2025 ·
    Tianjin Huang
    ,
    Ziquan Zhu
    ,
    Gaojie Jin
    ,
    Lu Liu
    , Zhangyang Wang,
    Shiwei Liu
  30. Scaling Up Parameter Generation: A Recurrent Diffusion Approach
    NeurIPS 2025 ·
    Kai Wang
    ,
    Dongwen Tang
    ,
    Wangbo Zhao
    ,
    Konstantin Schürholt
    , Zhangyang (Atlas) Wang,
    Yang You
  31. Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study
    AAAI 2025 ·
    Zhangheng Li
    ,
    Tianlong Chen
    ,
    Linyi Li
    ,
    Bo Li
    , Zhangyang Wang
  32. Steepest Descent Density Control for Compact 3D Gaussian Splatting
    CVPR 2025 ·
    Peihao Wang
    ,
    Yuehao Wang
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Zhiwen Fan
    ,
    Lemeng Wu
    ,
    Ruisi Cai
    ,
    Yu-Ying Yeh
    , Zhangyang Wang,
    Qiang Liu
    ,
    Rakesh Ranjan
  33. SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
    AISTATS 2025 ·
    Peihao Wang
    ,
    Zhiwen Fan
    ,
    Dejia Xu
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Forrest N. Iandola
    ,
    Rakesh Ranjan
    ,
    Yilei Li
    ,
    Qiang Liu
    , Zhangyang Wang,
    Vikas Chandra
  34. StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
    CVPR 2025 ·
    Roberto Henschel
    ,
    Levon Khachatryan
    ,
    Hayk Poghosyan
    ,
    Daniil Hayrapetyan
    ,
    Vahram Tadevosyan
    , Zhangyang Wang,
    Shant Navasardyan
    ,
    Humphrey Shi
  35. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
    ACL 2025 ·
    Yaxuan Kong
    ,
    Yiyuan Yang
    ,
    Yoontae Hwang
    ,
    Wenjie Du
    ,
    Stefan Zohren
    , Zhangyang Wang,
    Ming Jin
    ,
    Qingsong Wen
  36. Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow
    ICLR 2025 ·
    Hongru Yang
    , Zhangyang Wang,
    Jason D. Lee
    ,
    Yingbin Liang
  37. Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
    ICLR 2025 ·
    Peihao Wang
    ,
    Ruisi Cai
    ,
    Yuehao Wang
    ,
    Jiajun Zhu
    ,
    Pragya Srivastava
    , Zhangyang Wang,
    Pan Li
  38. AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
    NeurIPS 2024 ·
    Haiquan Lu
    ,
    Yefan Zhou
    ,
    Shiwei Liu
    , Zhangyang Wang,
    Michael W. Mahoney
    ,
    Yaoqing Yang
  39. Compressing LLMs: The Truth is Rarely Pure and Never Simple
    ICLR 2024 ·
    Ajay Kumar Jaiswal
    ,
    Zhe Gan
    ,
    Xianzhi Du
    ,
    Bowen Zhang
    , Zhangyang Wang,
    Yinfei Yang
  40. DGBD: Depth Guided Branched Diffusion for Comprehensive Controllability in Multi-View Generation
    CVPR 2024 ·
    Hovhannes Margaryan
    ,
    Daniil Hayrapetyan
    ,
    Wenyan Cong
    , Zhangyang Wang,
    Humphrey Shi
  41. DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
    ICLR 2024 ·
    Junyuan Hong
    ,
    Jiachen T. Wang
    ,
    Chenhui Zhang
    ,
    Zhangheng Li
    ,
    Bo Li
    , Zhangyang Wang
  42. Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
    ICLR 2024 ·
    Xuxi Chen
    ,
    Yu Yang
    , Zhangyang Wang,
    Baharan Mirzasoleiman
  43. Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
    ICML 2024 ·
    Junyuan Hong
    ,
    Jinhao Duan
    ,
    Chenhui Zhang
    ,
    Zhangheng Li
    ,
    Chulin Xie
    ,
    Kelsey Lieberman
    ,
    James Diffenderfer
    ,
    Brian R. Bartoldson
    ,
    Ajay Kumar Jaiswal
    ,
    Kaidi Xu
    ,
    Bhavya Kailkhura
    ,
    Dan Hendrycks
    ,
    Dawn Song
    , Zhangyang Wang,
    Bo Li
  44. Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
    NeurIPS 2024 ·
    Hanwen Liang
    ,
    Yuyang Yin
    ,
    Dejia Xu
    ,
    Hanxue Liang
    , Zhangyang Wang,
    Konstantinos N. Plataniotis
    ,
    Yao Zhao
    ,
    Yunchao Wei
  45. Doubly Robust Instance-Reweighted Adversarial Training
    ICLR 2024 ·
    Daouda Sow
    ,
    Sen Lin
    , Zhangyang Wang,
    Yingbin Liang
  46. DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting
    ECCV 2024 ·
    Shijie Zhou
    ,
    Zhiwen Fan
    ,
    Dejia Xu
    ,
    Haoran Chang
    ,
    Pradyumna Chari
    ,
    Tejas Bharadwaj
    ,
    Suya You
    , Zhangyang Wang,
    Achuta Kadambi
  47. Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day
    ICLR 2024 ·
    Yifan Jiang
    ,
    Hao Tang
    ,
    Jen-Hao Rick Chang
    ,
    Liangchen Song
    , Zhangyang Wang,
    Liangliang Cao
  48. Expressive Gaussian Human Avatars from Monocular RGB Video
    NeurIPS 2024 ·
    Hezhen Hu
    ,
    Zhiwen Fan
    ,
    Tianhao Wu
    ,
    Yihan Xi
    ,
    Seoyoung Lee
    ,
    Georgios Pavlakos
    , Zhangyang Wang
  49. FSGS: Real-Time Few-Shot View Synthesis Using Gaussian Splatting
    ECCV 2024 ·
    Zehao Zhu
    ,
    Zhiwen Fan
    ,
    Yifan Jiang
    , Zhangyang Wang
  50. Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields
    CVPR 2024 ·
    Shijie Zhou
    ,
    Haoran Chang
    ,
    Sicheng Jiang
    ,
    Zhiwen Fan
    ,
    Zehao Zhu
    ,
    Dejia Xu
    ,
    Pradyumna Chari
    ,
    Suya You
    , Zhangyang Wang,
    Achuta Kadambi
  51. Flextron: Many-in-One Flexible Large Language Model
    ICML 2024 ·
    Ruisi Cai
    ,
    Saurav Muralidharan
    ,
    Greg Heinrich
    ,
    Hongxu Yin
    , Zhangyang Wang,
    Jan Kautz
    ,
    Pavlo Molchanov
  52. Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models
    CVPR 2024 ·
    Gong Zhang
    ,
    Kai Wang
    ,
    Xingqian Xu
    , Zhangyang Wang,
    Humphrey Shi
  53. Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
    NeurIPS 2024 ·
    Zhenyu Zhang
    ,
    Runjin Chen
    ,
    Shiwei Liu
    ,
    Zhewei Yao
    ,
    Olatunji Ruwase
    ,
    Beidi Chen
    ,
    Xiaoxia Wu
    , Zhangyang Wang
  54. GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
    ICML 2024 ·
    Jiawei Zhao
    ,
    Zhenyu Zhang
    ,
    Beidi Chen
    , Zhangyang Wang,
    Anima Anandkumar
    ,
    Yuandong Tian
  55. Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
    ICML 2024 ·
    Harry Dong
    ,
    Xinyu Yang
    ,
    Zhenyu Zhang
    , Zhangyang Wang,
    Yuejie Chi
    ,
    Beidi Chen
  56. Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs
    ICML 2024 ·
    Lu Yin
    ,
    Ajay Kumar Jaiswal
    ,
    Shiwei Liu
    ,
    Souvik Kundu
    , Zhangyang Wang
  57. LLM-PBE: Assessing Data Privacy in Large Language Models
    VLDB 2024 ·
    Qinbin Li
    ,
    Junyuan Hong
    ,
    Chulin Xie
    ,
    Jeffrey Tan
    ,
    Rachel Xin
    ,
    Junyi Hou
    ,
    Xavier Yin
    ,
    Zhun Wang
    ,
    Dan Hendrycks
    , Zhangyang Wang,
    Bo Li
    ,
    Bingsheng He
    ,
    Dawn Song
  58. LLaGA: Large Language and Graph Assistant
    ICML 2024 ·
    Runjin Chen
    ,
    Tong Zhao
    ,
    Ajay Kumar Jaiswal
    ,
    Neil Shah
    , Zhangyang Wang
  59. Large Spatial Model: End-to-end Unposed Images to Semantic 3D
    NeurIPS 2024 ·
    Zhiwen Fan
    ,
    Jian Zhang
    ,
    Wenyan Cong
    ,
    Peihao Wang
    ,
    Renjie Li
    ,
    Kairun Wen
    ,
    Shijie Zhou
    ,
    Achuta Kadambi
    , Zhangyang Wang,
    Danfei Xu
    ,
    Boris Ivanovic
    ,
    Marco Pavone
  60. Latent 3D Graph Diffusion
    ICLR 2024 ·
    Yuning You
    ,
    Ruida Zhou
    ,
    Jiwoong Park
    ,
    Haotian Xu
    ,
    Chao Tian
    , Zhangyang Wang,
    Yang Shen
  61. Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D
    CVPR 2024 ·
    Mukund Varma T.
    ,
    Peihao Wang
    ,
    Zhiwen Fan
    , Zhangyang Wang,
    Hao Su
    ,
    Ravi Ramamoorthi
  62. LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
    NeurIPS 2024 ·
    Zhiwen Fan
    ,
    Kevin Wang
    ,
    Kairun Wen
    ,
    Zehao Zhu
    ,
    Dejia Xu
    , Zhangyang Wang
  63. LoCoCo: Dropping In Convolutions for Long Context Compression
    ICML 2024 ·
    Ruisi Cai
    ,
    Yuandong Tian
    , Zhangyang Wang,
    Beidi Chen
  64. MM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision, Depth, and Inertial Measurements
    IROS 2024 ·
    Lisong C. Sun
    ,
    Neel P. Bhatt
    ,
    Jonathan C. Liu
    ,
    Zhiwen Fan
    , Zhangyang Wang,
    Todd E. Humphreys
    ,
    Ufuk Topcu
  65. Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
    NeurIPS 2024 ·
    Xinyu Zhao
    ,
    Guoheng Sun
    ,
    Ruisi Cai
    ,
    Yukun Zhou
    ,
    Pingzhi Li
    ,
    Peihao Wang
    ,
    Bowen Tan
    ,
    Yexiao He
    ,
    Li Chen
    ,
    Yi Liang
    ,
    Beidi Chen
    ,
    Binhang Yuan
    ,
    Hongyi Wang
    ,
    Ang Li
    , Zhangyang Wang,
    Tianlong Chen
  66. NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction
    CVPR 2024 ·
    Wenyan Cong
    ,
    Hanxue Liang
    ,
    Zhiwen Fan
    ,
    Peihao Wang
    ,
    Yifan Jiang
    ,
    Dejia Xu
    ,
    A. Cengiz Öztireli
    , Zhangyang Wang
  67. OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models
    CVPR 2024 ·
    Moreno D'Incà
    ,
    Elia Peruzzo
    ,
    Massimiliano Mancini
    ,
    Dejia Xu
    ,
    Vidit Goel
    ,
    Xingqian Xu
    , Zhangyang Wang,
    Humphrey Shi
    ,
    Nicu Sebe
  68. Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
    ICML 2024 ·
    Lu Yin
    ,
    You Wu
    ,
    Zhenyu Zhang
    ,
    Cheng-Yu Hsieh
    ,
    Yaqing Wang
    ,
    Yiling Jia
    ,
    Gen Li
    ,
    Ajay Kumar Jaiswal
    ,
    Mykola Pechenizkiy
    ,
    Yi Liang
    ,
    Michael Bendersky
    , Zhangyang Wang,
    Shiwei Liu
  69. PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor
    CVPR 2024 ·
    Vidit Goel
    ,
    Elia Peruzzo
    ,
    Yifan Jiang
    ,
    Dejia Xu
    ,
    Xingqian Xu
    ,
    Nicu Sebe
    ,
    Trevor Darrell
    , Zhangyang Wang,
    Humphrey Shi
  70. POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference
    CVPR 2024 ·
    Zhiwen Fan
    ,
    Panwang Pan
    ,
    Peihao Wang
    ,
    Yifan Jiang
    ,
    Dejia Xu
    , Zhangyang Wang
  71. Polynomial Width is Sufficient for Set Representation with High-dimensional Features
    ICLR 2024 ·
    Peihao Wang
    ,
    Shenghao Yang
    ,
    Shu Li
    , Zhangyang Wang,
    Pan Li
  72. Principled Architecture-aware Scaling of Hyperparameters
    ICLR 2024 ·
    Wuyang Chen
    ,
    Junru Wu
    , Zhangyang Wang,
    Boris Hanin
  73. Prompt-Free Diffusion: Taking "Text" Out of Text-to-Image Diffusion Models
    CVPR 2024 ·
    Xingqian Xu
    ,
    Jiayi Guo
    , Zhangyang Wang,
    Gao Huang
    ,
    Irfan Essa
    ,
    Humphrey Shi
  74. RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models
    ACL 2024 ·
    Gabriel J. Perin
    ,
    Xuxi Chen
    ,
    Shusen Liu
    ,
    Bhavya Kailkhura
    , Zhangyang Wang,
    Brian Gallagher
  75. Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
    NeurIPS 2024 ·
    Ruisi Cai
    ,
    Yeonju Ro
    ,
    Geon-Woo Kim
    ,
    Peihao Wang
    ,
    Babak Ehteshami Bejnordi
    ,
    Aditya Akella
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  76. Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
    ICML 2024 ·
    Yihua Zhang
    ,
    Pingzhi Li
    ,
    Junyuan Hong
    ,
    Jiaxiang Li
    ,
    Yimeng Zhang
    ,
    Wenqing Zheng
    ,
    Pin-Yu Chen
    ,
    Jason D. Lee
    ,
    Wotao Yin
    ,
    Mingyi Hong
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    Sijia Liu
    ,
    Tianlong Chen
  77. Safe and Robust Watermark Injection with a Single OoD Image
    ICLR 2024 ·
    Shuyang Yu
    ,
    Junyuan Hong
    ,
    Haobo Zhang
    ,
    Haotao Wang
    , Zhangyang Wang,
    Jiayu Zhou
  78. Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community
    ICLR 2024 ·
    Arman Isajanyan
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    Artur Shatveryan
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    David Kocharian
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    Humphrey Shi
  79. Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once
    ICML 2024 ·
    Zhangheng Li
    ,
    Shiwei Liu
    ,
    Tianlong Chen
    ,
    Ajay Kumar Jaiswal
    ,
    Zhenyu Zhang
    ,
    Dilin Wang
    ,
    Raghuraman Krishnamoorthi
    ,
    Shiyu Chang
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  80. Taming Mode Collapse in Score Distillation for Text-to-3D Generation
    CVPR 2024 ·
    Peihao Wang
    ,
    Dejia Xu
    ,
    Zhiwen Fan
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Forrest N. Iandola
    ,
    Rakesh Ranjan
    ,
    Yilei Li
    ,
    Qiang Liu
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    Vikas Chandra
  81. Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
    NeurIPS 2024 ·
    Hongru Yang
    ,
    Bhavya Kailkhura
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    Yingbin Liang
  82. Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting
    WWW 2024 ·
    Yan Han
    ,
    Kaiqi Chen
    ,
    Shan Li
    ,
    Ji Yan
    ,
    Baoxu Shi
    ,
    Lei Zhang
    ,
    Fei Chen
    ,
    Jaewon Yang
    ,
    Yunpeng Xu
    ,
    Xiaoqiang Luo
    ,
    Qi He
    ,
    Ying Ding
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  83. VersatileGaussian: Real-Time Neural Rendering for Versatile Tasks Using Gaussian Splatting
    ECCV 2024 ·
    Renjie Li
    ,
    Zhiwen Fan
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    Bohua Wang
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    Peihao Wang
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    Xi Wu
  84. Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis
    CVPR 2024 ·
    Marianna Ohanyan
    ,
    Hayk Manukyan
    , Zhangyang Wang,
    Shant Navasardyan
    ,
    Humphrey Shi