← Authors

Kaiqi Huang

56 papers · 2014–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (92) 🀝 Dynamic Duo (19) πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (9) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (261) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (52) πŸš€ Conference Pioneer

Conferences

AAAI (16) CVPR (16) IJCAI (8) ICCV (7) NIPS (4) ICML (3) ECCV (1) ICLR (1)

Top co-authors

Junge Zhang (19) Xin Zhao (18) Xiaotang Chen (9) Xiaokun Feng (7) Pei Xu (7) Xuchen Li (6) Naiyu Gao (6) Shiyu Hu (6) Fei He (5) Jian Jia (5)

Keywords

semantic segmentation (5) feature fusion (4) multi-agent reinforcement learning (4) object tracking (4) person re-identification (4) video understanding (3) computer vision (3) sparse reward (3) feature learning (3) pedestrian attribute recognition (3) object detection (3) instance segmentation (2) model-based reinforcement learning (2) parameter sharing (2) occlusion handling (2) image segmentation (2) multimodal learning (2) energy minimization (2) policy gradient (2) temporal modeling (2)

Papers

RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents AAAI 2026
No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints AAAI 2026
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos AAAI 2026
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity IJCAI 2025
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features ICML 2025
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking ICCV 2025
LLM Data Selection and Utilization via Dynamic Bi-level Optimization ICML 2025
Beyond Accuracy: Tracking more like Human via Visual Search NIPS 2024
Information Bottleneck Based Data Correction in Continual Learning ECCV 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NIPS 2024
ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning IJCAI 2024
DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient AAAI 2024
Population-Based Diverse Exploration for Sparse-Reward Multi-Agent Tasks IJCAI 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness ICML 2024
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship NIPS 2023
Re-parameterizing Your Optimizers rather than Architectures ICLR 2023
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks IJCAI 2023
InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation NIPS 2022
QueryProp: Object Query Propagation for High-Performance Video Object Detection AAAI 2022
Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition AAAI 2022
PanopticDepth: A Unified Framework for Depth-Aware Panoptic Segmentation CVPR 2022
Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition ICCV 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021
GlobalTrack: A Simple and Strong Baseline for Long-Term Tracking AAAI 2020
Learning to Learn Cropping Models for Different Aspect Ratio Requirements CVPR 2020
Composing Good Shots by Exploiting Mutual Relations CVPR 2020
Temporal Context Enhanced Feature Aggregation for Video Object Detection AAAI 2020
Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation IJCAI 2019
Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition AAAI 2019
3D Object Detection Using Scale Invariant and Feature Reweighting Networks AAAI 2019
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid ICCV 2019
Bridging the Gap Between Detection and Tracking: A Unified Approach ICCV 2019
SparseMask: Differentiable Connectivity Learning for Dense Image Prediction ICCV 2019
Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019
Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification CVPR 2019
A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018
Adversarially Occluded Samples for Person Re-Identification CVPR 2018
Fast End-to-End Trainable Guided Filter CVPR 2018
Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion IJCAI 2018
Discriminative Learning of Latent Features for Zero-Shot Recognition CVPR 2018
Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017
Deep Crisp Boundaries CVPR 2017
Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification CVPR 2017
Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation CVPR 2017
FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs IJCAI 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
Semi-Supervised Multimodal Deep Learning for RGB-D Object Recognition IJCAI 2016
Query Adaptive Similarity Measure for RGB-D Object Recognition ICCV 2015
Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation ICCV 2015
GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015
Deformable Object Matching via Deformation Decomposition based 2D Label MRF CVPR 2014