PPaperPicks

Liqiang Nie

106 papers at tracked venues · 98 at CORE A* · active 2024–2026

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Venues

NeurIPS ×22ACL ×18CVPR ×14ACM MM ×13AAAI ×8ICML ×8SIGIR ×7ICCV ×4EMNLP ×3ICLR ×3IJCAI ×3COLT ×1ECAI ×1ICDE ×1

Frequent coauthors

Yongqi Li
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Haoyu Zhang
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Wei Li
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Mingyang Liu
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Gongwei Chen
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Harry Cheng
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Leigang Qu
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Qi Lv
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Runyang You
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Yibo Lyu
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Xiao Wang
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Tianjiao Xu
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Papers

  1. D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation
    AAAI 2026 ·
    Jianhui Zuo
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  2. Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention
    ACL 2026 ·
    Ruizi Han
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  3. Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding
    AAAI 2026 ·
    Haoyu Zhang
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  4. Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation
    AAAI 2026 ·
    Qiaohui Chu
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  5. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
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  6. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
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  7. PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
    ACL 2026 ·
    Yibo Lyu
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  8. Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
    ACL 2026 ·
    Chao Chen
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  9. SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation
    AAAI 2026 ·
    Wei Li
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  10. StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval
    SIGIR 2026 ·
    Shaokun Wang
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  11. TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
    ACL 2026 ·
    Zixu Li
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  12. TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
    AAAI 2026 ·
    Yunxiao Wang
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  13. 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
    ICLR 2025 ·
    Hengshuo Chu
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  14. A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions
    COLT 2025 ·
    Junfan Li
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  15. A Survey on the Feedback Mechanism of LLM-based AI Agents
    IJCAI 2025 ·
    Zhipeng Liu
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  16. AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding
    ACL 2025 ·
    Xiao Wang
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  17. Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation
    ACL 2025 ·
    Xinyu Zhang
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  18. Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
    NeurIPS 2025 ·
    Mingyang Liu
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  19. CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG
    ACL 2025 ·
    Yang Tian
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  20. CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
    NeurIPS 2025 ·
    Wei Li
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  21. Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
    CVPR 2025 ·
    Yanda Chen
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  22. DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture
    CVPR 2025 ·
    Qianlong Xiang
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  23. Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification
    ICCV 2025 ·
    Mingyang Liu
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  24. Dual-Center Graph Clustering with Neighbor Distribution
    ECAI 2025 ·
    Enhao Cheng
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  25. Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model
    ACL 2025 ·
    Luhao Zhang
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  26. Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
    ACL 2025 ·
    Qiyuan Deng
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  27. Embodied Crowd Counting
    NeurIPS 2025 ·
    Runling Long
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  28. EmoSym: A Symbiotic Framework for Unified Emotional Understanding and Generation via Latent Reasoning
    ACM MM 2025 ·
    Yijie Zhu
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  29. Enhancing Democratic Mediation through Norm-Awareness in Generative Agent Societies
    ACM MM 2025 ·
    Tianjiao Xu
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  30. Enhancing GUI Agent with Uncertainty-Aware Self-Trained Evaluator
    NeurIPS 2025 ·
    Gongwei Chen
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  31. Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models
    ACM MM 2025 ·
    Yu-Wei Zhan
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  32. FALCON: Resolving Visual Redundancy and Fragmentation in High-Resolution Multimodal Large Language Models via Visual Registers
    ICCV 2025 ·
    Renshan Zhang
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  33. Fair Deepfake Detectors Can Generalize
    NeurIPS 2025 ·
    Harry Cheng
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  34. GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
    AAAI 2025 ·
    Xiao Han
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  35. GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
    ACL 2025 ·
    Bin Xie
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  36. Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval
    SIGIR 2025 ·
    Hao Liu
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  37. Generative Agents for Multimodal Controversy Detection
    IJCAI 2025 ·
    Tianjiao Xu
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  38. HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
    ACL 2025 ·
    Xiao Wang
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  39. Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
    ICML 2025 ·
    Yuchen Wang
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  40. LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant
    CVPR 2025 ·
    Wei Li
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  41. Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning
    CVPR 2025 ·
    Na Zheng
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  42. Less is More: Empowering GUI Agent with Context-Aware Simplification
    ICCV 2025 ·
    Gongwei Chen
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  43. Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation
    ACL 2025 ·
    Andong Chen
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  44. Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
    NeurIPS 2025 ·
    Jiacheng You
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  45. Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization
    NeurIPS 2025 ·
    Wenqi Liu
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  46. OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval
    ACM MM 2025 ·
    Zhiwei Chen
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  47. ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
    EMNLP 2025 ·
    Yifan Duan
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  48. Object-Shot Enhanced Grounding Network for Egocentric Video
    CVPR 2025 ·
    Yisen Feng
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  49. Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
    CVPR 2025 ·
    Zaijing Li
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  50. PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
    ACM MM 2025 ·
    Yibo Lyu
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  51. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
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  52. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
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  53. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    CVPR 2025 ·
    Leigang Qu
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  54. STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
    ICML 2025 ·
    Hao Li
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  55. Social Context-Aware Community-Level Propagation Prediction
    SIGIR 2025 ·
    Jinfei Gao
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  56. Social Debiasing for Fair Multi-Modal LLMs
    ICCV 2025 ·
    Harry Cheng
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  57. Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation
    ICLR 2025 ·
    Jingxuan Chen
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  58. Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
    NeurIPS 2025 ·
    Haoyu Zhang
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  59. Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
    CVPR 2025 ·
    Qi Lv
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  60. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
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  61. TextSplat: Text-Guided Semantic Fusion for Generalizable Gaussian Splatting
    ACM MM 2025 ·
    Zhicong Wu
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  62. The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
    NeurIPS 2025 ·
    Yangyang Guo
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  63. Towards Harmless Multimodal Assistants with Blind Preference Optimization
    ACM MM 2025 ·
    Yongqi Li
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  64. Train with Perturbation, Infer after Merging: A Two-Stage Framework for Continual Learning
    NeurIPS 2025 ·
    Haomiao Qiu
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  65. Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression
    NeurIPS 2025 ·
    Jiarui Jiang
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  66. Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters
    ICML 2025 ·
    Hongyi Wang
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  67. Unified Transferability Metrics for Time Series Foundation Models
    NeurIPS 2025 ·
    Weiyang Zhang
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  68. UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation
    NeurIPS 2025 ·
    Jiyu Guo
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  69. Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models
    EMNLP 2025 ·
    Ming Wang
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  70. A Multi-View Clustering Algorithm for Short Text
    ICDE 2024 ·
    Minkuan Lu
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  71. Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
    ACM MM 2024 ·
    Zhenyang Li
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  72. Boosting Transferability and Discriminability for Time Series Domain Adaptation
    NeurIPS 2024 ·
    Mingyang Liu
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  73. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
    IJCAI 2024 ·
    Jinqian Chen
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  74. CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
    NeurIPS 2024 ·
    Yibo Yang
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  75. Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
    NeurIPS 2024 ·
    Qi Lv
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  76. DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-Based Human Video Generation
    CVPR 2024 ·
    Chenyang Wang
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  77. Differential-Perceptive and Retrieval-Augmented MLLM for Change Captioning
    ACM MM 2024 ·
    Xian Zhang
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  78. Diffusion Facial Forgery Detection
    ACM MM 2024 ·
    Harry Cheng
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  79. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
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  80. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
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  81. Explicit Granularity and Implicit Scale Correspondence Learning for Point-Supervised Video Moment Localization
    ACM MM 2024 ·
    Kun Wang
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  82. Exploiting the Social-Like Prior in Transformer for Visual Reasoning
    AAAI 2024 ·
    Yudong Han
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  83. Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval
    SIGIR 2024 ·
    Haoqiang Lin
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  84. Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring
    CVPR 2024 ·
    Xiaoqian Lv
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  85. GPS-Gaussian: Generalizable Pixel-Wise 3D Gaussian Splatting for Real-Time Human Novel View Synthesis
    CVPR 2024 ·
    Shunyuan Zheng
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  86. GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
    CVPR 2024 ·
    Liangxiao Hu
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  87. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
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  88. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    ICML 2024 ·
    Cunxiao Du
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  89. High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
    NeurIPS 2024 ·
    Quanling Meng
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  90. LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
    CVPR 2024 ·
    Gongwei Chen
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  91. LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model
    AAAI 2024 ·
    Linmei Hu
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  92. LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models
    ACL 2024 ·
    Jiaqi Zhao
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  93. Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering
    SIGIR 2024 ·
    Duokang Wang
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  94. Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
    ICML 2024 ·
    Shuo Yang
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  95. MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
    NeurIPS 2024 ·
    Leyang Shen
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  96. Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
    ICML 2024 ·
    Haoyu Zhang
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  97. NovaChart: A Large-scale Dataset towards Chart Understanding and Generation of Multimodal Large Language Models
    ACM MM 2024 ·
    Linmei Hu
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  98. Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
    NeurIPS 2024 ·
    Zaijing Li
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  99. Revisiting Context Aggregation for Image Matting
    ICML 2024 ·
    Qinglin Liu
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  100. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels
    ACM MM 2024 ·
    Han Jiang
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  101. RoboMP2: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
    ICML 2024 ·
    Qi Lv
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  102. Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
    ACL 2024 ·
    Zhonghua Zheng
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  103. Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
    SIGIR 2024 ·
    Haokun Wen
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  104. Thoughts to Target: Enhance Planning for Target-driven Conversation
    EMNLP 2024 ·
    Zhonghua Zheng
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  105. To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
    NeurIPS 2024 ·
    Chenxi Zhao
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  106. Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
    NeurIPS 2024 ·
    Jiarui Jiang
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