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Changjie Fan

64 papers · 2018–2025 · 13 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (88) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🀝 Dynamic Duo (21) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (317) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (64) πŸ“ˆ Trend Setter

Conferences

AAAI (14) IJCAI (11) CVPR (9) NIPS (6) ICLR (5) ICML (5) ACL (3) EMNLP (3) IJCNLP (3) NAACL (2) ECCV (1) ICCV (1) UAI (1)

Top co-authors

Yujing Hu (21) ZHIPENG HU (19) Tangjie Lv (17) Jianye Hao (16) Yingfeng Chen (16) Lincheng Li (10) Yu Ding (10) Xiaoxi Mao (9) Xin Yu (8) Yang Gao (7)

Research topics

Resources & Methods (1)

Keywords

multi-agent reinforcement learning (9) story generation (6) deep reinforcement learning (6) multi-agent system (6) diffusion model (5) reinforcement learning (4) image generation (4) neural rendering (3) face generation (3) text generation (3) discourse coherence (3) video generation (3) pre-trained language model (3) facial animation (3) language model (2) game ai (2) multi-task learning (2) reward shaping (2) representation learning (2) sample efficiency (2)

Papers

Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection AAAI 2025
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025
Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards ICLR 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation CVPR 2024
CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance ECCV 2024
Bayesian Design Principles for Offline-to-Online Reinforcement Learning ICML 2024
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model ICLR 2024
Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets ICLR 2024
EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement IJCAI 2024
STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations IJCAI 2024
Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search UAI 2024
EfficientDreamer: High-Fidelity and Robust 3D Creation via Orthogonal-view Diffusion Priors CVPR 2024
NeFII: Inverse Rendering for Reflectance Decomposition With Near-Field Indirect Illumination CVPR 2023
StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles AAAI 2023
FlowFace: Semantic Flow-Guided Shape-Aware Face Swapping AAAI 2023
DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video AAAI 2023
Conservative Offline Policy Adaptation in Multi-Agent Games NIPS 2023
EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model ICLR 2023
Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023
Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement CVPR 2023
Towards Unbiased Volume Rendering of Neural Implicit Surfaces With Geometry Priors CVPR 2023
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022
Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks NAACL 2022
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022
Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022
Automatic Translation of Music-to-Dance for In-Game Characters IJCAI 2021
Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games NIPS 2021
Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration NIPS 2021
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NIPS 2021
Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation AAAI 2021
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021
KuiLeiXi: a Chinese Open-Ended Text Adventure Game ACL 2021
Flow-Guided One-Shot Talking Face Generation With a High-Resolution Audio-Visual Dataset CVPR 2021
Learning a Facial Expression Embedding Disentangled From Identity CVPR 2021
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration ICML 2021
Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion IJCAI 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence IJCNLP 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics IJCNLP 2021
KuiLeiXi: a Chinese Open-Ended Text Adventure Game IJCNLP 2021
Action Semantics Network: Considering the Effects of Actions in Multiagent Systems ICLR 2020
Youling: an AI-assisted Lyrics Creation System EMNLP 2020
FReeNet: Multi-Identity Face Reenactment CVPR 2020
Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) AAAI 2020
From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020
Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation AAAI 2020
Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020
Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020
Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping NIPS 2020
Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns IJCAI 2019
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces IJCAI 2019
Reinforcement Learning Experience Reuse with Policy Residual Representation IJCAI 2019
Face-to-Parameter Translation for Game Character Auto-Creation ICCV 2019
Explicitly Coordinated Policy Iteration IJCAI 2019
A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents NIPS 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018