Qian Zheng
44 papers · 2018–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (71) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Grand Slam
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Deep Specialist
(10)
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Topic Evolution
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Dynamic Duo
(32)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(8)
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Trend Setter
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Keyword Collector
(219)
Venues
Top co-authors
Research topics
Machine Learning
(24)
Deep Learning
(22)
Computer Vision
(20)
Artificial Intelligence
(16)
Core AI
(15)
Processing
(14)
Learning Types Β· Deep Learning
(12)
Analysis
(11)
Learning Types Β· Machine Learning
(11)
Reinforcement Learning
(8)
Architectures
(8)
Generation
(8)
Methods
(8)
Optimization & Theory
(8)
Core Methods
(7)
Keywords
spiking neural network
(6)
event camera
(6)
reinforcement learning
(5)
policy gradient
(4)
neural radiance field
(4)
photometric stereo
(4)
policy optimization
(4)
novel view synthesis
(4)
domain adaptation
(3)
high dynamic range
(3)
spiking neuron
(3)
3d gaussian splatting
(3)
reflection removal
(3)
adversarial robustness
(2)
safe reinforcement learning
(2)
temporal difference learning
(2)
sample efficiency
(2)
deep reinforcement learning
(2)
dynamic scene
(2)
image reconstruction
(2)
Papers
Dynamic-Static Decomposition for Novel View Synthesis of Dynamic Scenes with Spiking Neurons
CVPR 2026
eRetinexGS: Retinex Modeling for Low-Light Scene Enhancement via Event Streams and 3D Gaussian Splatting
CVPR 2026
FedAFD: Multimodal Federated Learning via Adversarial Fusion and Distillation
CVPR 2026
On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks
CVPR 2026
Robust Spiking Neural Networks by Temporal Mutual Information
CVPR 2026
SΒ³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding
AAAI 2026
SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models
ACL 2026
EDyGS: Event Enhanced Dynamic 3D Radiance Fields from Blurry Monocular Video
IJCAI 2025
E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes
ICCV 2025
EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting
AAAI 2025
EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events
AAAI 2025
EvSTVSR: Event Guided Space-Time Video Super-Resolution
AAAI 2025
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization
ICLR 2025
Training High Performance Spiking Neural Network by Temporal Model Calibration
ICML 2025
Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency
ICCV 2025
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation
ECCV 2024
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
EMNLP 2024
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
NeurIPS 2024
Learning to Manipulate Artistic Images
AAAI 2024
Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images
AAAI 2024
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
NeurIPS 2024
Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation
ICML 2024
Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation
AAAI 2024
Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo
CVPR 2024
Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction
NeurIPS 2023
Augmented Proximal Policy Optimization for Safe Reinforcement Learning
AAAI 2023
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
ICML 2023
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
CVPR 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface
AAAI 2023
Off-Policy Proximal Policy Optimization
AAAI 2023
DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation
CVPR 2022
Policy Optimization with Stochastic Mirror Descent
AAAI 2022
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources
IJCAI 2022
Dense Events Grounding in Video
AAAI 2021
Indoor Lighting Estimation Using an Event Camera
CVPR 2021
Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork
IJCAI 2021
On Convergence of Gradient Expected Sarsa(Ξ»)
AAAI 2021
Panoramic Image Reflection Removal
CVPR 2021
Sample Complexity of Policy Gradient Finding Second-Order Stationary Points
AAAI 2021
Single Image Reflection Removal With Absorption Effect
CVPR 2021
What Does Plate Glass Reveal About Camera Calibration?
CVPR 2020
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation
AAAI 2019
SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks
ICCV 2019
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning
IJCAI 2018