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Viewing Publication 1 - 100 from 282

2025

Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMsYuzhe Gu, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen 0026. iclr 2025: [doi]

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case StudyBowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian 0006, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng 0002, Kai Chen 0026. COLING 2025: 7511-7531 [doi]

IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and IlluminationsZhibing Li, Tong Wu, Jing Tan 0002, Mengchen Zhang 0001, Jiaqi Wang 0003, Dahua Lin. iclr 2025: [doi]

Case2Code: Scalable Synthetic Data for Code GenerationYunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, Shimin Li, Xiaonan Li, Pengyu Wang, Qipeng Guo, Hang Yan 0001, Xipeng Qiu, Xuanjing Huang 0001, Dahua Lin. COLING 2025: 11056-11069 [doi]

Predictive Inverse Dynamics Models are Scalable Learners for Robotic ManipulationYang Tian, Sizhe Yang, Jia Zeng, Ping Wang, Dahua Lin, Hao Dong 0003, Jiangmiao Pang. iclr 2025: [doi]

Position-Guided Point Cloud Panoptic Segmentation TransformerZeqi Xiao, Wenwei Zhang, Tai Wang, Chen Change Loy, Dahua Lin, Jiangmiao Pang. ijcv, 133(1):275-290, January 2025. [doi]

LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal ModelsJunyan Ye, Baichuan Zhou, Zilong Huang, Junan Zhang, Tianyi Bai, Hengrui Kang, Jun He, Honglin Lin, Zihao Wang, Tong Wu, Zhizheng Wu 0001, Yiping Chen, Dahua Lin, Conghui He, Weijia Li. iclr 2025: [doi]

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban ScenariosBaichuan Zhou, Haote Yang, Dairong Chen, Junyan Ye, Tianyi Bai, Jinhua Yu, Songyang Zhang, Dahua Lin, Conghui He, Weijia Li. AAAI 2025: 10707-10715 [doi]

Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction TuningRunchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang 0003, Dahua Lin, Conghui He. AAAI 2025: 26157-26165 [doi]

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination MitigationRunchuan Zhu, Xinke Jiang, Jiang Wu, Zhipeng Ma, Jiahe Song, Fengshuo Bai, Dahua Lin, Lijun Wu, Conghui He. naacl 2025: 4006-4021 [doi]

2024

Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose EstimationMengchen Zhang 0001, Tong Wu, Tai Wang, Tengfei Wang 0002, Ziwei Liu 0002, Dahua Lin. eccv 2025: 216-232 [doi]

HumanVid: Demystifying Training Data for Camera-controllable Human Image AnimationZhenzhi Wang 0001, Yixuan Li 0002, Yanhong Zeng, Youqing Fang, Yuwei Guo 0002, Wenran Liu, Jing Tan 0002, Kai Chen 0026, Tianfan Xue, Bo Dai 0002, Dahua Lin. nips 2024: [doi]

InterControl: Zero-shot Human Interaction Generation by Controlling Every JointZhenzhi Wang 0001, Jingbo Wang 0003, Yixuan Li 0002, Dahua Lin, Bo Dai 0002. nips 2024: [doi]

SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion ModelsYuwei Guo 0002, Ceyuan Yang, Anyi Rao, Maneesh Agrawala, Dahua Lin, Bo Dai 0002. eccv 2025: 330-348 [doi]

Alpha-CLIP: A CLIP Model Focusing on Wherever you WantZeyi Sun 0002, Ye Fang, Tong Wu, Pan Zhang, Yuhang Zang, Shu Kong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang 0003. cvpr 2024: 13019-13029 [doi]

AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific TuningYuwei Guo 0002, Ceyuan Yang, Anyi Rao, Zhengyang Liang, Yaohui Wang 0001, Yu Qiao 0001, Maneesh Agrawala, Dahua Lin, Bo Dai 0002. iclr 2024: [doi]

CriticEval: Evaluating Large-scale Language Model as CriticTian Lan 0003, Wenwei Zhang, Chen Xu, Heyan Huang, Dahua Lin, Kai Chen, Xian-Ling Mao. nips 2024: [doi]

VideoBooth: Diffusion-based Video Generation with Image PromptsYuming Jiang 0003, Tianxing Wu 0002, Shuai Yang 0001, Chenyang Si, Dahua Lin, Yu Qiao 0001, Chen Change Loy, Ziwei Liu 0002. cvpr 2024: 6689-6700 [doi]

Scaffold-GS: Structured 3D Gaussians for View-Adaptive RenderingTao Lu 0005, Mulin Yu, Linning Xu, Yuanbo Xiangli, Limin Wang 0002, Dahua Lin, Bo Dai 0002. cvpr 2024: 20654-20664 [doi]

ShareGPT4Video: Improving Video Understanding and Generation with Better CaptionsLin Chen 0016, Xilin Wei, Jinsong Li, Xiaoyi Dong, Pan Zhang 0001, Yuhang Zang, Zehui Chen, Haodong Duan, Lin Bin, Zhenyu Tang 0004, Li Yuan 0007, Yu Qiao 0001, Dahua Lin, Feng Zhao 0004, Jiaqi Wang 0003. nips 2024: [doi]

Identifying Semantic Induction Heads to Understand In-Context LearningJie Ren 0018, Qipeng Guo, Hang Yan 0001, Dongrui Liu, Quanshi Zhang, Xipeng Qiu, Dahua Lin. acl 2014: 6916-6932 [doi]

PixMIM: Rethinking Pixel Reconstruction in Masked Image ModelingYuan Liu 0025, Songyang Zhang, Jiacheng Chen, Kai Chen 0026, Dahua Lin. tmlr, 2024, 2024. [doi]

MMBench: Is Your Multi-modal Model an All-Around Player?Yuan Liu 0025, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang 0003, Conghui He, Ziwei Liu 0002, Kai Chen 0026, Dahua Lin. eccv 2025: 216-233 [doi]

Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language ModelsZehui Chen, Kuikun Liu, Qiuchen WANG, Wenwei Zhang, Jiangning Liu, Dahua Lin, Kai Chen 0026, Feng Zhao. acl 2014: 9354-9366 [doi]

T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by StepZehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen 0026, Feng Zhao. acl 2024: 9510-9529 [doi]

MGF: Mixed Gaussian Flow for Diverse Trajectory PredictionJiahe Chen, Jinkun Cao, Dahua Lin, Kris Kitani, Jiangmiao Pang. nips 2024: [doi]

Are We on the Right Way for Evaluating Large Vision-Language Models?Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang 0001, Yuhang Zang, Zehui Chen, Haodong Duan, Jiaqi Wang 0003, Yu Qiao 0001, Dahua Lin, Feng Zhao 0004. nips 2024: [doi]

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and PredictionXinyuan Chen, Yaohui Wang 0004, Lingjun Zhang, Shaobin Zhuang, Xin Ma, Jiashuo Yu, Yali Wang 0001, Dahua Lin, Yu Qiao 0001, Ziwei Liu 0002. iclr 2024: [doi]

ShareGPT4V: Improving Large Multi-modal Models with Better CaptionsLin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Conghui He, Jiaqi Wang 0003, Feng Zhao 0004, Dahua Lin. eccv 2025: 370-387 [doi]

OriGen: Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-ReflectionFan Cui, Chenyang Yin, Kexing Zhou, Youwei Xiao, Guangyu Sun 0003, Qiang Xu 0001, Qipeng Guo, Yun Liang 0001, Xingcheng Zhang, Demin Song, Dahua Lin. iccad 2024: [doi]

Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationShuangrui Ding, Rui Qian, Haohang Xu, Dahua Lin, Hongkai Xiong. eccv 2025: 215-233 [doi]

BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn DialoguesHaodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen 0026. naacl 2024: 3184-3200 [doi]

Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible InstancesJiangfei Duan, Ziang Song, Xupeng Miao, Xiaoli Xi, Dahua Lin, Harry Xu 0001, Minjia Zhang, Zhihao Jia. NSDI 2024: [doi]

Proteus: Simulating the Performance of Distributed DNN TrainingJiangfei Duan, Xiuhong Li, Ping Xu, Xingcheng Zhang, Shengen Yan, Yun Liang 0001, Dahua Lin. tpds, 35(10):1867-1878, October 2024. [doi]

MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM ServingJiangfei Duan, Runyu Lu, Haojie Duanmu, Xiuhong Li, Xingcheng Zhang, Dahua Lin, Ion Stoica, Hao Zhang 0108. icml 2024: [doi]

VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality ModelsHaodong Duan, Junming Yang, Yuxuan Qiao, XinYu Fang, Lin Chen 0019, Yuan Liu 0025, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Jiaqi Wang 0003, Dahua Lin, Kai Chen 0026. mm 2024: 11198-11201 [doi]

Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic MaterialsYe Fang, Zeyi Sun 0002, Tong Wu, Jiaqi Wang 0003, Ziwei Liu 0002, Gordon Wetzstein, Dahua Lin. nips 2024: [doi]

Self-Healing in Knowledge-Driven Autonomous Networks: Context, Challenges, and Future DirectionsHonglin Fang, Peng Yu 0001, Can Tan, Junye Zhang, Dahua Lin, Liyan Zhang, Yong Zhang, Wenjing Li 0001, Luoming Meng. network, 38(6):425-432, November 2024. [doi]

MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video UnderstandingXinYu Fang, Kangrui Mao, Haodong Duan, Xiangyu Zhao, Yining Li, Dahua Lin, Kai Chen 0026. nips 2024: [doi]

GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single ImageXiao Fu, Wei Yin 0006, Mu Hu, Kaixuan Wang, Yuexin Ma, Ping Tan, Shaojie Shen, Dahua Lin, Xiaoxiao Long. eccv 2025: 241-258 [doi]

Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and FeedbackSongyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang 0001, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan 0001, Qi Zhang 0001, Dahua Lin. icml 2024: [doi]

X-neuron: Interpreting, Locating and Editing of Neurons in Reinforcement Learning PolicyYuhong Ge, Xun Zhao, Jiangmiao Pang, Mingguo Zhao, Dahua Lin. iros 2024: 458-465 [doi]

ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language ModelsYuzhe Gu, Ziwei Ji, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen 0026. nips 2024: [doi]

OneLLM: One Framework to Align All Modalities with LanguageJiaming Han, Kaixiong Gong, Yiyuan Zhang, Jiaqi Wang 0003, Kaipeng Zhang, Dahua Lin, Yu Qiao 0001, Peng Gao 0007, Xiangyu Yue 0001. cvpr 2024: 26574-26585 [doi]

Characterization of Large Language Model Development in the DatacenterQinghao Hu, Zhisheng Ye 0002, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun 0006, Dahua Lin, Xiaolin Wang 0001, Yingwei Luo, Yonggang Wen 0001, Tianwei Zhang 0004. NSDI 2024: 709-729 [doi]

VBench: Comprehensive Benchmark Suite for Video Generative ModelsZiqi Huang, Yinan He, Jiashuo Yu, Fan Zhang, Chenyang Si, Yuming Jiang 0003, Yuanhan Zhang, Tianxing Wu 0002, Qingyang Jin, Nattapol Chanpaisit, Yaohui Wang 0004, Xinyuan Chen, Limin Wang 0002, Dahua Lin, Yu Qiao 0001, Ziwei Liu 0002. cvpr 2024: 21807-21818 [doi]

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-AllocationQidong Huang, Xiaoyi Dong, Pan Zhang, Bin Wang 0065, Conghui He, Jiaqi Wang 0003, Dahua Lin, Weiming Zhang 0001, Nenghai Yu. cvpr 2024: 13418-13427 [doi]

Flames: Benchmarking Value Alignment of LLMs in ChineseKexin Huang, Xiangyang Liu, Qianyu Guo, Tianxiang Sun, Jiawei Sun, Yaru Wang, Zeyang Zhou, Yixu Wang, Yan Teng, Xipeng Qiu, Yingchun Wang, Dahua Lin. naacl 2014: 4551-4591 [doi]

ANAH: Analytical Annotation of Hallucinations in Large Language ModelsZiwei Ji, Yuzhe Gu, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen 0026. acl 2024: 8135-8158 [doi]

Cinematic Behavior Transfer via NeRF-based Differentiable FilmingXuekun Jiang, Anyi Rao, Jingbo Wang 0003, Dahua Lin, Bo Dai 0002. cvpr 2024: 6723-6732 [doi]

From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsRongjie Li, Songyang Zhang, Dahua Lin, Kai Chen, Xuming He 0001. cvpr 2024: 28076-28086 [doi]

SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language ModelsLijun Li, Bowen Dong, Ruohui Wang, Xuhao Hu, Wangmeng Zuo, Dahua Lin, Yu Qiao 0001, Jing Shao. acl 2014: 3923-3954 [doi]

Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing ImagesWeijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu, Dahua Lin. tgrs, 62:1-15, 2024. [doi]

HumanGaussian: Text-Driven 3D Human Generation with Gaussian SplattingXian Liu, Xiaohang Zhan, Jiaxiang Tang, Ying Shan, Gang Zeng, Dahua Lin, Xihui Liu, Ziwei Liu 0002. cvpr 2024: 6646-6657 [doi]

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics BenchmarkHongwei Liu, Zilong Zheng, Yuxuan Qiao, Haodong Duan, Zhiwei Fei, Fengzhe Zhou, Wenwei Zhang, Songyang Zhang, Dahua Lin, Kai Chen 0026. acl 2014: 6884-6915 [doi]

HyperHuman: Hyper-Realistic Human Generation with Latent Structural DiffusionXian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu 0002, Sergey Tulyakov. iclr 2024: [doi]

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMsZiyu Liu, Tao Chu, Yuhang Zang, Xilin Wei, Xiaoyi Dong, Pan Zhang 0001, Zijian Liang, Yuanjun Xiong, Yu Qiao 0001, Dahua Lin, Jiaqi Wang 0003. nips 2024: [doi]

Scaling Laws of RoPE-based ExtrapolationXiaoran Liu, Hang Yan 0001, Chenxin An, Xipeng Qiu, Dahua Lin. iclr 2024: [doi]

LongWanjuan: Towards Systematic Measurement for Long Text QualityXiaoran Liu, Kai Lv, Qipeng Guo, Hang Yan 0001, Conghui He, Xipeng Qiu, Dahua Lin. emnlp 2024: 5709-5725 [doi]

Learning H-Infinity Locomotion ControlJunfeng Long, Wenye Yu, Quanyi Li, Zirui Wang, Dahua Lin, Jiangmiao Pang. corl 2024: 1094-1108 [doi]

MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language AnnotationsRuiyuan Lyu, Jingli Lin, Tai Wang, Shuai Yang, Xiaohan Mao, Yilun Chen, Runsen Xu, Haifeng Huang, Chenming Zhu, Dahua Lin, Jiangmiao Pang. nips 2024: [doi]

A Holistic Functionalization Approach to Optimizing Imperative Tensor Programs in Deep LearningJinming Ma, Xiuhong Li, Zihan Wang, Xingcheng Zhang, Shengen Yan, Yuting Chen 0001, Yueqian Zhang, Minxi Jin, Lijuan Jiang, Yun Liang 0001, Chao Yang, Dahua Lin. dac 2024: [doi]

SpotServe: Serving Generative Large Language Models on Preemptible InstancesXupeng Miao, Chunan Shi, Jiangfei Duan, Xiaoli Xi, Dahua Lin, Bin Cui 0001, Zhihao Jia. asplos 2024: 1112-1127 [doi]

GPT4Point: A Unified Framework for Point-Language Understanding and GenerationZhangyang Qi, Ye Fang, Zeyi Sun 0002, Xiaoyang Wu, Tong Wu, Jiaqi Wang 0003, Dahua Lin, Hengshuang Zhao. cvpr 2024: 26407-26417 [doi]

Rethinking Image-to-Video Adaptation: An Object-Centric PerspectiveRui Qian, Shuangrui Ding, Dahua Lin. eccv 2025: 329-348 [doi]

Streaming Long Video Understanding with Large Language ModelsRui Qian, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Shuangrui Ding, Dahua Lin, Jiaqi Wang. nips 2024: [doi]

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMsYuxuan Qiao, Haodong Duan, XinYu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen. nips 2024: [doi]

Balanced Data Sampling for Language Model Training with ClusteringYunfan Shao, Linyang Li, Zhaoye Fei, Hang Yan 0001, Dahua Lin, Xipeng Qiu. acl 2014: 14012-14023 [doi]

Navigating the OverKill in Large Language ModelsChenyu Shi, Xiao Wang 0042, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang 0001, Xuanjing Huang 0001, Xun Zhao, Dahua Lin. acl 2024: 4602-4614 [doi]

AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source DataZifan Song, Yudong Wang, Wenwei Zhang, Kuikun Liu, Chengqi Lyu, Demin Song, Qipeng Guo, Hang Yan 0001, Dahua Lin, Kai Chen 0026, Cairong Zhao. nips 2024: [doi]

Code Needs Comments: Enhancing Code LLMs with Comment AugmentationDemin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan 0001, Xipeng Qiu, Dahua Lin. acl 2014: 13640-13656 [doi]

F-Eval: Asssessing Fundamental Abilities with Refined Evaluation MethodsYu Sun, Keyuchen Keyuchen, Shujie Wang, Peiji Li, Qipeng Guo, Hang Yan 0001, Xipeng Qiu, Xuanjing Huang 0001, Dahua Lin. acl 2024: 9348-9369 [doi]

A Knowledge-driven Self-healing Dual-loop and Validation for Autonomous NetworksCan Tan, Honglin Fang, Junye Zhang, Dahua Lin, Liyan Zhang, Yong Zhang, Peng Yu 0001. apnet 2024: 185-186 [doi]

EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AITai Wang, Xiaohan Mao, Chenming Zhu, Runsen Xu, Ruiyuan Lyu, Peisen Li, Xiao Chen, Wenwei Zhang, Kai Chen 0026, Tianfan Xue, Xihui Liu, Cewu Lu, Dahua Lin, Jiangmiao Pang. cvpr 2024: 19757-19767 [doi]

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarksChonghua Wang, Haodong Duan, Songyang Zhang, Dahua Lin, Kai Chen 0026. naacl 2014: 3712-3724 [doi]

Uncertainty Aware Learning for Language Model AlignmentYikun Wang, Rui Zheng, Liang Ding 0006, Qi Zhang 0001, Dahua Lin, Dacheng Tao. acl 2024: 11087-11099 [doi]

FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion ModelsTong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang 0001, Guandao Yang, Jiaqi Wang 0003, Ziwei Liu 0002, Dahua Lin, Gordon Wetzstein. nips 2024: [doi]

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D GenerationTong Wu, Guandao Yang, Zhibing Li, Kai Zhang 0045, Ziwei Liu 0002, Leonidas J. Guibas, Dahua Lin, Gordon Wetzstein. cvpr 2024: 22227-22238 [doi]

Unified Human-Scene Interaction via Prompted Chain-of-ContactsZeqi Xiao, Tai Wang, Jingbo Wang 0003, Jinkun Cao, Wenwei Zhang, Bo Dai 0002, Dahua Lin, Jiangmiao Pang. iclr 2024: [doi]

VLM-Grounder: A VLM Agent for Zero-Shot 3D Visual GroundingRunsen Xu, Zhiwei Huang, Tai Wang, Yilun Chen, Jiangmiao Pang, Dahua Lin. corl 2024: 3961-3985 [doi]

PointLLM: Empowering Large Language Models to Understand Point CloudsRunsen Xu, Xiaolong Wang 0013, Tai Wang, Yilun Chen, Jiangmiao Pang, Dahua Lin. eccv 2025: 131-147 [doi]

Lean Workbook: A large-scale Lean problem set formalized from natural language math problemsHuaiyuan Ying, Zijian Wu, Yihan Geng, Jiayu Wang, Dahua Lin, Kai Chen 0026. nips 2024: [doi]

Turn Waste into Worth: Rectifying Top-k Router of MoEZhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan 0001, Dahua Lin, Xipeng Qiu. emnlp 2024: 13305-13320 [doi]

Towards Text-guided 3D Scene CompositionQihang Zhang, Chaoyang Wang, Aliaksandr Siarohin, Peiye Zhuang, Yinghao Xu, Ceyuan Yang, Dahua Lin, Bolei Zhou, Sergey Tulyakov, Hsin-Ying Lee 0001. cvpr 2024: 6829-6838 [doi]

Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using PythiaZhejian Zhou, Jiayu Wang, Dahua Lin, Kai Chen 0026. emnlp 2024: 3806-3820 [doi]

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMsJingming Zhuo, Songyang Zhang, XinYu Fang, Haodong Duan, Dahua Lin, Kai Chen 0026. emnlp 2024: 1950-1976 [doi]

2023

DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and TrackingQing Lian, Tai Wang, Dahua Lin, Jiangmiao Pang. corl 2023: 3749-3765 [doi]

Controllable Mesh Generation Through Sparse Latent Point Diffusion ModelsZhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai 0002. cvpr 2023: 271-280 [doi]

Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosRui Qian, Shuangrui Ding, Xian Liu, Dahua Lin. iccv 2023: 16629-16641 [doi]

Scene as OccupancyWenwen Tong, Chonghao Sima, Tai Wang, Li Chen, Silei Wu, Hanming Deng, Yi Gu, Lewei Lu, Ping Luo, Dahua Lin, Hongyang Li. iccv 2023: 8372-8381 [doi]

Learning Human Dynamics in Autonomous Driving ScenariosJingbo Wang, Ye Yuan, Zhengyi Luo 0002, Kevin Xie, Dahua Lin, Umar Iqbal 0001, Sanja Fidler, Sameh Khamis. iccv 2023: 20739-20749 [doi]

E2EAI: End-to-End Deep Learning Framework for Active InvestingZikai Wei, Bo Dai 0002, Dahua Lin. icaif 2023: 55-63 [doi]

HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAEZikai Wei, Anyi Rao, Bo Dai 0002, Dahua Lin. IJCAI 2023: 4903-4911 [doi]

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and ModelingZhitao Yang, Zhongang Cai, Haiyi Mei, Shuai Liu, Zhaoxi Chen 0009, Weiye Xiao, Yukun Wei, Zhongfei Qing, Chen Wei, Bo Dai 0002, Wayne Wu, Chen Qian 0006, Dahua Lin, Ziwei Liu, Lei Yang. iccv 2023: 20225-20235 [doi]

Cali-NCE: Boosting Cross-modal Video Representation Learning with Calibrated AlignmentNanxuan Zhao, Jianbo Jiao, Weidi Xie, Dahua Lin. cvpr 2023: 6317-6327 [doi]

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