PPaperPicks

Liqiang Nie

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

DBLP profile ↗ORCID 0000-0003-1476-0273 ↗Homepage ↗

Venues

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

Frequent coauthors

Rui Shao
×17
Weili Guan
×17
Yupeng Hu
×13
Gongwei Chen
×13
Yongqi Li
×12
Xuemeng Song
×9
Meng Liu
×9
Miao Zhang
×9
Wenjie Wang
×9
Wenjie Li
×8
Xiang Deng
×8
Xinyang Chen
×7

Papers

  1. D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation
    AAAI 2026 ·
    Jianhui Zuo
    ,
    Xuemeng Song
    ,
    Haokun Wen
    ,
    Meng Liu
    ,
    Yupeng Hu
    ,
    Jiuru Wang
    , Liqiang Nie
  2. Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention
    ACL 2026 ·
    Ruizi Han
    ,
    Miao Zhang
    ,
    Ziyue Qiao
    , Liqiang Nie
  3. Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding
    AAAI 2026 ·
    Haoyu Zhang
    ,
    Qiaohui Chu
    ,
    Meng Liu
    ,
    Haoxiang Shi
    ,
    Yaowei Wang
    , Liqiang Nie
  4. Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation
    AAAI 2026 ·
    Qiaohui Chu
    ,
    Haoyu Zhang
    ,
    Meng Liu
    ,
    Yisen Feng
    ,
    Haoxiang Shi
    , Liqiang Nie
  5. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
    ,
    Yongqi Li
    ,
    Zhixin Ma
    ,
    Hongru Cai
    ,
    Yupeng Hu
    ,
    Wenjie Wang
    , Liqiang Nie,
    Wenjie Li
  6. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
    ,
    Yongqi Li
    ,
    Meng Liu
    ,
    Wenjie Wang
    , Liqiang Nie,
    Wenjie Li
  7. PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
    ACL 2026 ·
    Yibo Lyu
    ,
    Gongwei Chen
    ,
    Rui Shao
    ,
    Weili Guan
    , Liqiang Nie
  8. Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
    ACL 2026 ·
    Chao Chen
    ,
    Zhixin Ma
    ,
    Yongqi Li
    ,
    Yupeng Hu
    ,
    Yinwei Wei
    ,
    Wenjie Li
    , Liqiang Nie
  9. SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation
    AAAI 2026 ·
    Wei Li
    ,
    Renshan Zhang
    ,
    Rui Shao
    ,
    Zhijian Fang
    ,
    Kaiwen Zhou
    ,
    Zhuotao Tian
    , Liqiang Nie
  10. StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval
    SIGIR 2026 ·
    Shaokun Wang
    ,
    Weili Guan
    ,
    Jizhou Han
    ,
    Jianlong Wu
    ,
    Yupeng Hu
    , Liqiang Nie
  11. TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
    ACL 2026 ·
    Zixu Li
    ,
    Yupeng Hu
    ,
    Zhiheng Fu
    ,
    Zhiwei Chen
    ,
    Yongqi Li
    , Liqiang Nie
  12. TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
    AAAI 2026 ·
    Yunxiao Wang
    ,
    Meng Liu
    ,
    Wenqi Liu
    ,
    Xuemeng Song
    ,
    Bin Wen
    ,
    Fan Yang
    ,
    Tingting Gao
    ,
    Di Zhang
    ,
    Guorui Zhou
    , Liqiang Nie
  13. 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
    ICLR 2025 ·
    Hengshuo Chu
    ,
    Xiang Deng
    ,
    Qi Lv
    ,
    Xiaoyang Chen
    ,
    Yinchuan Li
    ,
    Jianye Hao
    , Liqiang Nie
  14. A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions
    COLT 2025 ·
    Junfan Li
    ,
    Shizhong Liao
    ,
    Zenglin Xu
    , Liqiang Nie
  15. A Survey on the Feedback Mechanism of LLM-based AI Agents
    IJCAI 2025 ·
    Zhipeng Liu
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Xinyang Chen
    ,
    Xiucheng Li
    ,
    Yang Xiang
    ,
    Jin Liu
    ,
    Hong-Dong Li
    ,
    Yaowei Wang
    , Liqiang Nie,
    Min Zhang
  16. AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding
    ACL 2025 ·
    Xiao Wang
    ,
    Qingyi Si
    ,
    Shiyu Zhu
    ,
    Jianlong Wu
    ,
    Li Cao
    , Liqiang Nie
  17. Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation
    ACL 2025 ·
    Xinyu Zhang
    ,
    Linmei Hu
    ,
    Luhao Zhang
    ,
    Wentao Cheng
    ,
    Yashen Wang
    ,
    Ge Shi
    ,
    Chong Feng
    , Liqiang Nie
  18. Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
    NeurIPS 2025 ·
    Mingyang Liu
    ,
    Xinyang Chen
    ,
    Xiucheng Li
    ,
    Weili Guan
    , Liqiang Nie
  19. CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG
    ACL 2025 ·
    Yang Tian
    ,
    Fan Liu
    ,
    Jingyuan Zhang
    ,
    Victoria W.
    ,
    Yupeng Hu
    , Liqiang Nie
  20. CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
    NeurIPS 2025 ·
    Wei Li
    ,
    Renshan Zhang
    ,
    Rui Shao
    ,
    Jie He
    , Liqiang Nie
  21. Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
    CVPR 2025 ·
    Yanda Chen
    ,
    Gongwei Chen
    ,
    Miao Zhang
    ,
    Weili Guan
    , Liqiang Nie
  22. DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture
    CVPR 2025 ·
    Qianlong Xiang
    ,
    Miao Zhang
    ,
    Yuzhang Shang
    ,
    Jianlong Wu
    ,
    Yan Yan
    , Liqiang Nie
  23. Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification
    ICCV 2025 ·
    Mingyang Liu
    ,
    Xinyang Chen
    ,
    Yang Shu
    ,
    Xiucheng Li
    ,
    Weili Guan
    , Liqiang Nie
  24. Dual-Center Graph Clustering with Neighbor Distribution
    ECAI 2025 ·
    Enhao Cheng
    ,
    Shoujia Zhang
    ,
    Jianhua Yin
    ,
    Li Jin
    , Liqiang Nie
  25. Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model
    ACL 2025 ·
    Luhao Zhang
    ,
    Xinyu Zhang
    ,
    Linmei Hu
    ,
    Dandan Song
    , Liqiang Nie
  26. Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
    ACL 2025 ·
    Qiyuan Deng
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Yaowei Wang
    , Liqiang Nie,
    Min Zhang
  27. Embodied Crowd Counting
    NeurIPS 2025 ·
    Runling Long
    ,
    Yunlong Wang
    ,
    Jia Wan
    ,
    Xiang Deng
    ,
    Xinting Zhu
    ,
    Weili Guan
    ,
    Antoni B. Chan
    , Liqiang Nie
  28. EmoSym: A Symbiotic Framework for Unified Emotional Understanding and Generation via Latent Reasoning
    ACM MM 2025 ·
    Yijie Zhu
    ,
    Yibo Lyu
    ,
    Zitong Yu
    ,
    Rui Shao
    ,
    Kaiyang Zhou
    , Liqiang Nie
  29. Enhancing Democratic Mediation through Norm-Awareness in Generative Agent Societies
    ACM MM 2025 ·
    Tianjiao Xu
    ,
    Hao Fu
    ,
    Suiyang Zhang
    ,
    Jianhua Yin
    ,
    Tian Gan
    , Liqiang Nie
  30. Enhancing GUI Agent with Uncertainty-Aware Self-Trained Evaluator
    NeurIPS 2025 ·
    Gongwei Chen
    ,
    Lirong Jie
    ,
    Lexiao Zou
    ,
    Weili Guan
    ,
    Miao Zhang
    , Liqiang Nie
  31. Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models
    ACM MM 2025 ·
    Yu-Wei Zhan
    ,
    Fan Liu
    ,
    Xin Luo
    ,
    Xin-Shun Xu
    , Liqiang Nie,
    Mohan Kankanhalli
  32. FALCON: Resolving Visual Redundancy and Fragmentation in High-Resolution Multimodal Large Language Models via Visual Registers
    ICCV 2025 ·
    Renshan Zhang
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Miao Zhang
    ,
    Kaiwen Zhou
    ,
    Weili Guan
    , Liqiang Nie
  33. Fair Deepfake Detectors Can Generalize
    NeurIPS 2025 ·
    Harry Cheng
    ,
    Ming-Hui Liu
    ,
    Yangyang Guo
    ,
    Tianyi Wang
    , Liqiang Nie,
    Mohan Kankanhalli
  34. GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
    AAAI 2025 ·
    Xiao Han
    ,
    Zijian Zhang
    ,
    Xiangyu Zhao
    ,
    Yuanshao Zhu
    ,
    Guojiang Shen
    ,
    Xiangjie Kong
    ,
    Xuetao Wei
    , Liqiang Nie,
    Jieping Ye
  35. GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
    ACL 2025 ·
    Bin Xie
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Kaiwen Zhou
    ,
    Yinchuan Li
    ,
    Jie Liu
    ,
    Min Zhang
    , Liqiang Nie
  36. Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval
    SIGIR 2025 ·
    Hao Liu
    ,
    Yupeng Hu
    ,
    Kun Wang
    ,
    Yinwei Wei
    , Liqiang Nie
  37. Generative Agents for Multimodal Controversy Detection
    IJCAI 2025 ·
    Tianjiao Xu
    ,
    Jinfei Gao
    ,
    Keyi Kong
    ,
    Jianhua Yin
    ,
    Tian Gan
    , Liqiang Nie
  38. HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
    ACL 2025 ·
    Xiao Wang
    ,
    Jingyun Hua
    ,
    Weihong Lin
    ,
    Yuanxing Zhang
    ,
    Fuzheng Zhang
    ,
    Jianlong Wu
    ,
    Di Zhang
    , Liqiang Nie
  39. Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
    ICML 2025 ·
    Yuchen Wang
    ,
    Xuefeng Bai
    ,
    Xiucheng Li
    ,
    Weili Guan
    , Liqiang Nie,
    Xinyang Chen
  40. LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant
    CVPR 2025 ·
    Wei Li
    ,
    Bing Hu
    ,
    Rui Shao
    ,
    Leyang Shen
    , Liqiang Nie
  41. Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning
    CVPR 2025 ·
    Na Zheng
    ,
    Xuemeng Song
    ,
    Xue Dong
    ,
    Aashish Nikhil Ghosh
    , Liqiang Nie,
    Roger Zimmermann
  42. Less is More: Empowering GUI Agent with Context-Aware Simplification
    ICCV 2025 ·
    Gongwei Chen
    ,
    Xurui Zhou
    ,
    Rui Shao
    ,
    Yibo Lyu
    ,
    Kaiwen Zhou
    ,
    Shuai Wang
    ,
    Wentao Li
    ,
    Yinchuan Li
    ,
    Zhongang Qi
    , Liqiang Nie
  43. Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation
    ACL 2025 ·
    Andong Chen
    ,
    Yuchen Song
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Muyun Yang
    , Liqiang Nie,
    Jie Liu
    ,
    Tiejun Zhao
    ,
    Min Zhang
  44. Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
    NeurIPS 2025 ·
    Jiacheng You
    ,
    Xinyang Chen
    ,
    Yu Sun
    ,
    Weili Guan
    , Liqiang Nie
  45. Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization
    NeurIPS 2025 ·
    Wenqi Liu
    ,
    Xuemeng Song
    ,
    Jiaxi Li
    ,
    Yinwei Wei
    ,
    Na Zheng
    ,
    Jianhua Yin
    , Liqiang Nie
  46. OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval
    ACM MM 2025 ·
    Zhiwei Chen
    ,
    Yupeng Hu
    ,
    Zixu Li
    ,
    Zhiheng Fu
    ,
    Xuemeng Song
    , Liqiang Nie
  47. ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
    EMNLP 2025 ·
    Yifan Duan
    ,
    Yihong Tang
    ,
    Kehai Chen
    , Liqiang Nie,
    Min Zhang
  48. Object-Shot Enhanced Grounding Network for Egocentric Video
    CVPR 2025 ·
    Yisen Feng
    ,
    Haoyu Zhang
    ,
    Meng Liu
    ,
    Weili Guan
    , Liqiang Nie
  49. Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
    CVPR 2025 ·
    Zaijing Li
    ,
    Yuquan Xie
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Dongmei Jiang
    , Liqiang Nie
  50. PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
    ACM MM 2025 ·
    Yibo Lyu
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Yijie Zhu
    ,
    Weili Guan
    , Liqiang Nie
  51. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
    ,
    Yongqi Li
    ,
    Xinyu Lin
    ,
    Xin Zhang
    ,
    Wenjie Wang
    ,
    Wenjie Li
    , Liqiang Nie
  52. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
    ,
    Hongru Cai
    ,
    Wenjie Wang
    ,
    Leigang Qu
    ,
    Yinwei Wei
    ,
    Wenjie Li
    , Liqiang Nie,
    Tat-Seng Chua
  53. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    CVPR 2025 ·
    Leigang Qu
    ,
    Haochuan Li
    ,
    Wenjie Wang
    ,
    Xiang Liu
    ,
    Juncheng Li
    , Liqiang Nie,
    Tat-Seng Chua
  54. STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
    ICML 2025 ·
    Hao Li
    ,
    Qi Lv
    ,
    Rui Shao
    ,
    Xiang Deng
    ,
    Yinchuan Li
    ,
    Jianye Hao
    , Liqiang Nie
  55. Social Context-Aware Community-Level Propagation Prediction
    SIGIR 2025 ·
    Jinfei Gao
    ,
    Xiao Wang
    ,
    Tian Gan
    ,
    Jianhua Yin
    ,
    Chuanchen Luo
    , Liqiang Nie
  56. Social Debiasing for Fair Multi-Modal LLMs
    ICCV 2025 ·
    Harry Cheng
    ,
    Yangyang Guo
    ,
    Qing Guo
    ,
    Ming-Hsuan Yang
    ,
    Tian Gan
    ,
    Weili Guan
    , Liqiang Nie
  57. Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation
    ICLR 2025 ·
    Jingxuan Chen
    ,
    Derek Yuen
    ,
    Bin Xie
    ,
    Yuhao Yang
    ,
    Gongwei Chen
    ,
    Zhihao Wu
    ,
    Li Yixing
    ,
    Xurui Zhou
    ,
    Weiwen Liu
    ,
    Shuai Wang
    ,
    Kaiwen Zhou
    ,
    Rui Shao
    , Liqiang Nie,
    Yasheng Wang
    ,
    Jianye Hao
    ,
    Jun Wang
    ,
    Kun Shao
  58. Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
    NeurIPS 2025 ·
    Haoyu Zhang
    ,
    Meng Liu
    ,
    Zaijing Li
    ,
    Haokun Wen
    ,
    Weili Guan
    ,
    Yaowei Wang
    , Liqiang Nie
  59. Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
    CVPR 2025 ·
    Qi Lv
    ,
    Hao Li
    ,
    Xiang Deng
    ,
    Rui Shao
    ,
    Yinchuan Li
    ,
    Jianye Hao
    ,
    Longxiang Gao
    ,
    Michael Yu Wang
    , Liqiang Nie
  60. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
    ,
    Haochuan Li
    ,
    Tan Wang
    ,
    Wenjie Wang
    ,
    Yongqi Li
    , Liqiang Nie,
    Tat-Seng Chua
  61. TextSplat: Text-Guided Semantic Fusion for Generalizable Gaussian Splatting
    ACM MM 2025 ·
    Zhicong Wu
    ,
    Hongbin Xu
    ,
    Gang Xu
    ,
    Ping Nie
    ,
    Zhixin Yan
    ,
    Jinkai Zheng
    ,
    Liangqiong Qu
    ,
    Ming Li
    , Liqiang Nie
  62. The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
    NeurIPS 2025 ·
    Yangyang Guo
    ,
    Fangkai Jiao
    , Liqiang Nie,
    Mohan Kankanhalli
  63. Towards Harmless Multimodal Assistants with Blind Preference Optimization
    ACM MM 2025 ·
    Yongqi Li
    ,
    Lu Yang
    ,
    Jian Wang
    ,
    Runyang You
    ,
    Wenjie Li
    , Liqiang Nie
  64. Train with Perturbation, Infer after Merging: A Two-Stage Framework for Continual Learning
    NeurIPS 2025 ·
    Haomiao Qiu
    ,
    Miao Zhang
    ,
    Ziyue Qiao
    , Liqiang Nie
  65. Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression
    NeurIPS 2025 ·
    Jiarui Jiang
    ,
    Wei Huang
    ,
    Miao Zhang
    ,
    Taiji Suzuki
    , Liqiang Nie
  66. Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters
    ICML 2025 ·
    Hongyi Wang
    ,
    Shiyuan Ren
    ,
    Wei Huang
    ,
    Miao Zhang
    ,
    Xiang Deng
    ,
    Yixin Bao
    , Liqiang Nie
  67. Unified Transferability Metrics for Time Series Foundation Models
    NeurIPS 2025 ·
    Weiyang Zhang
    ,
    Xinyang Chen
    ,
    Xiucheng Li
    ,
    Kehai Chen
    ,
    Weili Guan
    , Liqiang Nie
  68. UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation
    NeurIPS 2025 ·
    Jiyu Guo
    ,
    Shuo Yang
    ,
    Yiming Huang
    ,
    Yancheng Long
    ,
    Xiaobo Xia
    ,
    Xiu Su
    ,
    Bo Zhao
    ,
    Zeke Xie
    , Liqiang Nie
  69. Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models
    EMNLP 2025 ·
    Ming Wang
    ,
    Miao Zhang
    ,
    Xuebo Liu
    , Liqiang Nie
  70. A Multi-View Clustering Algorithm for Short Text
    ICDE 2024 ·
    Minkuan Lu
    ,
    Jianhua Yin
    ,
    Kaijun Wang
    , Liqiang Nie
  71. Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
    ACM MM 2024 ·
    Zhenyang Li
    ,
    Fan Liu
    ,
    Yinwei Wei
    ,
    Zhiyong Cheng
    , Liqiang Nie,
    Mohan S. Kankanhalli
  72. Boosting Transferability and Discriminability for Time Series Domain Adaptation
    NeurIPS 2024 ·
    Mingyang Liu
    ,
    Xinyang Chen
    ,
    Yang Shu
    ,
    Xiucheng Li
    ,
    Weili Guan
    , Liqiang Nie
  73. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
    IJCAI 2024 ·
    Jinqian Chen
    ,
    Haoyu Tang
    ,
    Junhao Cheng
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Mingzhu Xu
    ,
    Yupeng Hu
    , Liqiang Nie
  74. CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
    NeurIPS 2024 ·
    Yibo Yang
    ,
    Xiaojie Li
    ,
    Zhongzhu Zhou
    ,
    Shuaiwen Song
    ,
    Jianlong Wu
    , Liqiang Nie,
    Bernard Ghanem
  75. Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
    NeurIPS 2024 ·
    Qi Lv
    ,
    Xiang Deng
    ,
    Gongwei Chen
    ,
    Michael Yu Wang
    , Liqiang Nie
  76. DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-Based Human Video Generation
    CVPR 2024 ·
    Chenyang Wang
    ,
    Zerong Zheng
    ,
    Tao Yu
    ,
    Xiaoqian Lv
    ,
    Bineng Zhong
    ,
    Shengping Zhang
    , Liqiang Nie
  77. Differential-Perceptive and Retrieval-Augmented MLLM for Change Captioning
    ACM MM 2024 ·
    Xian Zhang
    ,
    Haokun Wen
    ,
    Jianlong Wu
    ,
    Pengda Qin
    ,
    Hui Xue'
    , Liqiang Nie
  78. Diffusion Facial Forgery Detection
    ACM MM 2024 ·
    Harry Cheng
    ,
    Yangyang Guo
    ,
    Tianyi Wang
    , Liqiang Nie,
    Mohan S. Kankanhalli
  79. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Hanwang Zhang
    , Liqiang Nie,
    Tat-Seng Chua
  80. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
    ,
    Zhen Zhang
    ,
    Wenjie Wang
    , Liqiang Nie,
    Wenjie Li
    ,
    Tat-Seng Chua
  81. Explicit Granularity and Implicit Scale Correspondence Learning for Point-Supervised Video Moment Localization
    ACM MM 2024 ·
    Kun Wang
    ,
    Hao Liu
    ,
    Lirong Jie
    ,
    Zixu Li
    ,
    Yupeng Hu
    , Liqiang Nie
  82. Exploiting the Social-Like Prior in Transformer for Visual Reasoning
    AAAI 2024 ·
    Yudong Han
    ,
    Yupeng Hu
    ,
    Xuemeng Song
    ,
    Haoyu Tang
    ,
    Mingzhu Xu
    , Liqiang Nie
  83. Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval
    SIGIR 2024 ·
    Haoqiang Lin
    ,
    Haokun Wen
    ,
    Xuemeng Song
    ,
    Meng Liu
    ,
    Yupeng Hu
    , Liqiang Nie
  84. Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring
    CVPR 2024 ·
    Xiaoqian Lv
    ,
    Shengping Zhang
    ,
    Chenyang Wang
    ,
    Yichen Zheng
    ,
    Bineng Zhong
    ,
    Chongyi Li
    , Liqiang Nie
  85. GPS-Gaussian: Generalizable Pixel-Wise 3D Gaussian Splatting for Real-Time Human Novel View Synthesis
    CVPR 2024 ·
    Shunyuan Zheng
    ,
    Boyao Zhou
    ,
    Ruizhi Shao
    ,
    Boning Liu
    ,
    Shengping Zhang
    , Liqiang Nie,
    Yebin Liu
  86. GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
    CVPR 2024 ·
    Liangxiao Hu
    ,
    Hongwen Zhang
    ,
    Yuxiang Zhang
    ,
    Boyao Zhou
    ,
    Boning Liu
    ,
    Shengping Zhang
    , Liqiang Nie
  87. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
    ,
    Wenjie Wang
    ,
    Leigang Qu
    , Liqiang Nie,
    Wenjie Li
    ,
    Tat-Seng Chua
  88. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    ICML 2024 ·
    Cunxiao Du
    ,
    Jing Jiang
    ,
    Yuanchen Xu
    ,
    Jiawei Wu
    ,
    Sicheng Yu
    ,
    Yongqi Li
    ,
    Shenggui Li
    ,
    Kai Xu
    , Liqiang Nie,
    Zhaopeng Tu
    ,
    Yang You
  89. High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
    NeurIPS 2024 ·
    Quanling Meng
    ,
    Qinglin Liu
    ,
    Zonglin Li
    ,
    Xiangyuan Lan
    ,
    Shengping Zhang
    , Liqiang Nie
  90. LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
    CVPR 2024 ·
    Gongwei Chen
    ,
    Leyang Shen
    ,
    Rui Shao
    ,
    Xiang Deng
    , Liqiang Nie
  91. LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model
    AAAI 2024 ·
    Linmei Hu
    ,
    Hongyu He
    ,
    Duokang Wang
    ,
    Ziwang Zhao
    ,
    Yingxia Shao
    , Liqiang Nie
  92. LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models
    ACL 2024 ·
    Jiaqi Zhao
    ,
    Miao Zhang
    ,
    Chao Zeng
    ,
    Ming Wang
    ,
    Xuebo Liu
    , Liqiang Nie
  93. Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering
    SIGIR 2024 ·
    Duokang Wang
    ,
    Linmei Hu
    ,
    Rui Hao
    ,
    Yingxia Shao
    ,
    Xin Lv
    , Liqiang Nie,
    Juanzi Li
  94. Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
    ICML 2024 ·
    Shuo Yang
    ,
    Zhe Cao
    ,
    Sheng Guo
    ,
    Ruiheng Zhang
    ,
    Ping Luo
    ,
    Shengping Zhang
    , Liqiang Nie
  95. MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
    NeurIPS 2024 ·
    Leyang Shen
    ,
    Gongwei Chen
    ,
    Rui Shao
    ,
    Weili Guan
    , Liqiang Nie
  96. Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
    ICML 2024 ·
    Haoyu Zhang
    ,
    Meng Liu
    ,
    Zixin Liu
    ,
    Xuemeng Song
    ,
    Yaowei Wang
    , Liqiang Nie
  97. NovaChart: A Large-scale Dataset towards Chart Understanding and Generation of Multimodal Large Language Models
    ACM MM 2024 ·
    Linmei Hu
    ,
    Duokang Wang
    ,
    Yiming Pan
    ,
    Jifan Yu
    ,
    Yingxia Shao
    ,
    Chong Feng
    , Liqiang Nie
  98. Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
    NeurIPS 2024 ·
    Zaijing Li
    ,
    Yuquan Xie
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Dongmei Jiang
    , Liqiang Nie
  99. Revisiting Context Aggregation for Image Matting
    ICML 2024 ·
    Qinglin Liu
    ,
    Xiaoqian Lv
    ,
    Quanling Meng
    ,
    Zonglin Li
    ,
    Xiangyuan Lan
    ,
    Shuo Yang
    ,
    Shengping Zhang
    , Liqiang Nie
  100. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels
    ACM MM 2024 ·
    Han Jiang
    ,
    Haoyu Tang
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Mingzhu Xu
    ,
    Yupeng Hu
    ,
    Jihua Zhu
    , Liqiang Nie
  101. RoboMP2: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
    ICML 2024 ·
    Qi Lv
    ,
    Hao Li
    ,
    Xiang Deng
    ,
    Rui Shao
    ,
    Michael Yu Wang
    , Liqiang Nie
  102. Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
    ACL 2024 ·
    Zhonghua Zheng
    ,
    Lizi Liao
    ,
    Yang Deng
    ,
    Libo Qin
    , Liqiang Nie
  103. Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
    SIGIR 2024 ·
    Haokun Wen
    ,
    Xuemeng Song
    ,
    Xiaolin Chen
    ,
    Yinwei Wei
    , Liqiang Nie,
    Tat-Seng Chua
  104. Thoughts to Target: Enhance Planning for Target-driven Conversation
    EMNLP 2024 ·
    Zhonghua Zheng
    ,
    Lizi Liao
    ,
    Yang Deng
    ,
    Ee-Peng Lim
    ,
    Minlie Huang
    , Liqiang Nie
  105. To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
    NeurIPS 2024 ·
    Chenxi Zhao
    ,
    Jinglei Shi
    , Liqiang Nie,
    Jufeng Yang
  106. Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
    NeurIPS 2024 ·
    Jiarui Jiang
    ,
    Wei Huang
    ,
    Miao Zhang
    ,
    Taiji Suzuki
    , Liqiang Nie