← Authors

Kai Zheng

36 papers · 2017–2025 · 13 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (9) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (177) πŸš€ Conference Pioneer πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter ⚑ Prolific Year (7)

Conferences

IJCAI (8) AAAI (6) ICLR (4) ICML (4) NIPS (4) ACL (3) ACML (1) COLT (1) EMNLP (1) NAACL (1) NSDI (1) UAI (1) WACV (1)

Top co-authors

Liwei Wang (8) Defu Lian (6) Yang Song (4) Qingfeng Sun (4) Jiajie Xu (4) Yaming Yang (3) Han Li (3) Xiaofang Zhou (3) Guanfeng Liu (3) Wenlong Mou (3)

Research topics

Differential Privacy (3)

Keywords

regret bound (5) multi-armed bandit (4) online learning (4) recommender system (3) differential privacy (3) contrastive learning (3) large language model (2) poi recommendation (2) spatial crowdsourcing (2) task assignment (2) recurrent neural network (2) knowledge distillation (2) dialogue system (2) few-shot learning (2) knowledge transfer (2) weakly supervised learning (2) multimodal learning (2) combinatorial semi-bandit (2) vision transformer (1) sequence modeling (1)

Papers

MaskVD: Region Masking for Efficient Video Object Detection WACV 2025
Trigger3:Refining Query Correction via Adaptive Model Selector AAAI 2025
RecFlow: An Industrial Full Flow Recommendation Dataset ICLR 2025
Making Transformer Decoders Better Differentiable Indexers ICLR 2025
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability ICLR 2025
NEAR: Neural Electromagnetic Array Response ICML 2025
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions ICLR 2024
SlimWiFi: Ultra-Low-Power IoT Radio Architecture Enabled by Asymmetric Communication NSDI 2023
Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022
Multimodal Dialogue Response Generation ACL 2022
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NIPS 2022
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure AAAI 2021
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation IJCAI 2021
Combinatorial semi-bandit in the non-stationary environment UAI 2021
On Layer Normalization in the Transformer Architecture ICML 2020
Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020
Locally Differentially Private (Contextual) Bandits Learning NIPS 2020
(Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020
Discovering Subsequence Patterns for Next POI Recommendation IJCAI 2020
Preference-Aware Task Assignment in Spatial Crowdsourcing AAAI 2019
The Strength of the Weakest Supervision: Topic Classification Using Class Labels NAACL 2019
Profit-driven Task Assignment in Spatial Crowdsourcing IJCAI 2019
DMRAN:A Hierarchical Fine-Grained Attention-Based Network for Recommendation IJCAI 2019
Equipping Experts/Bandits with Long-term Memory NIPS 2019
Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019
Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision AAAI 2019
LC-RNN: A Deep Learning Model for Traffic Speed Prediction IJCAI 2018
A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints COLT 2018
Efficient Online Portfolio with Logarithmic Regret NIPS 2018
Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible ICML 2017
Efficient Private ERM for Smooth Objectives IJCAI 2017