Chen Li

141 papers · 2009–2026 · 20 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot (20) 🏃 Academic Marathon (16) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🏠 Conference Loyalist (30) 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (19) 👑 Triple Crown 🧬 Topic Evolution 🏆 Grand Slam 👥 Mega-Team (20) 🔬 Deep Specialist (16) 🏆 Keyword Champion (2) 🔥 Unstoppable (14) ❓ The Questioner (3) 🚀 Conference Pioneer 💎 Century Club (138) ⚡ Prolific Year (31) 🗃️ Keyword Collector (55) 📈 Trend Setter

Conferences

CVPR (30) ACL (19) EMNLP (17) AAAI (13) ICCV (12) NIPS (7) IJCAI (7) ECCV (6) IJCNLP (4) ICML (4) ICLR (4) COLING (3) NAACL (3) SEMEVAL (3) MICCAI (2) AACL (2) WACV (2) CONLL (1) AISTATS (1) RSS (1)

Top co-authors

Gim Hee Lee (19) Yang Liu (13) Tieliang Gong (10) Zuyi Bao (8) Chong Sun (7) Bo Zhang (7) Zhenghua Li (7) Min Zhang (7) Fei Huang (6) Yuxin Dong (6)

Research topics

Architectures (1) Core AI (1)

Keywords

diffusion model (11) named entity recognition (7) text generation (7) 3d reconstruction (6) chinese language (6) grammatical error correction (6) large language model (5) text correction (4) keypoint detection (4) novel view synthesis (4) depth estimation (4) unsupervised learning (4) text summarization (4) pose estimation (4) sequence labeling (4) image generation (4) reinforcement learning (4) semi-supervised learning (4) convolutional neural network (4) graph neural network (4)

Papers

HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding AAAI 2026

MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration AAAI 2026

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026

Detecting Adversarial Data Using Perturbation Forgery CVPR 2025

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025

V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025

DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025

Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025

Generalizable Human Gaussians from Single-View Image ICLR 2025

TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision ICML 2025

Efficiently Access Diffusion Fisher: Within the Outer Product Span Space ICML 2025

Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence ICML 2025

Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025

Morph: A Motion-free Physics Optimization Framework for Human Motion Generation ICCV 2025

Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025

IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025

Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025

DAMap: Distance-aware MapNet for High Quality HD Map Construction ICCV 2025

RemDet: Rethinking Efficient Model Design for UAV Object Detection AAAI 2025

Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025

DiHuR: Diffusion-Guided Generalizable Human Reconstruction WACV 2025

Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025

WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025

Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection CVPR 2025

Reconstructing Close Human Interaction with Appearance and Proxemics Reasoning CVPR 2025

InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025

SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024

MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps NIPS 2024

VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction NIPS 2024

PAMIL: Prototype Attention-based Multiple Instance Learning for Whole Slide Image Classification MICCAI 2024

Spatial Diffusion for Cell Layout Generation MICCAI 2024

ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation CVPR 2024

Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption CVPR 2024

DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF CVPR 2024

Multi-View Attentive Contextualization for Multi-View 3D Object Detection CVPR 2024

BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning CVPR 2024

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024

Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models CVPR 2024

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks CVPR 2024

Practical Measurements of Translucent Materials with Inter-Pixel Translucency Prior CVPR 2024

AugDETR: Improving Multi-scale Learning for Detection Transformer ECCV 2024

UNIKD: UNcertainty-Filtered Incremental Knowledge Distillation for Neural Implicit Representation ECCV 2024

ST-LLM: Large Language Models Are Effective Temporal Learners ECCV 2024

TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly ECCV 2024

Adaptive Immune-based Sound-Shape Code Substitution for Adversarial Chinese Text Attacks EMNLP 2024

Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective ICML 2024

Can We Leave Deepfake Data Behind in Training Deepfake Detector? NIPS 2024

A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024

Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024

GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024

Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model ACL 2024

Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction ACL 2024

Towards Demonstration-Aware Large Language Models for Machine Translation ACL 2024

TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation AISTATS 2024

Making LLaMA SEE and Draw with SEED Tokenizer ICLR 2024

BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NIPS 2024

Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds ICLR 2024

Weakly-supervised 3D Pose Transfer with Keypoints ICCV 2023

Calibrating Uncertainty for Semi-Supervised Crowd Counting ICCV 2023

Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023

Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting EMNLP 2023

How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023

Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023

GNeSF: Generalizable Neural Semantic Fields NIPS 2023

Formulating Discrete Probability Flow Through Optimal Transport NIPS 2023

Robust and Fast Measure of Information via Low-Rank Representation AAAI 2023

Annealing Genetic-based Preposition Substitution for Text Rubbish Example Generation IJCAI 2023

Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective IJCAI 2023

PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023

Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023

NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023

Confidence Estimation Using Unlabeled Data ICLR 2023

Efficient Diffusion Training via Min-SNR Weighting Strategy ICCV 2023

Unleashing the Potential of Spiking Neural Networks with Dynamic Confidence ICCV 2023

ScarceNet: Animal Pose Estimation With Scarce Annotations CVPR 2023

Overcoming the Trade-Off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction CVPR 2023

NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects CVPR 2023

Weak-Shot Object Detection Through Mutual Knowledge Transfer CVPR 2023

All in Tokens: Unifying Output Space of Visual Tasks via Soft Token ICCV 2023

DETR Does Not Need Multi-Scale or Locality Design ICCV 2023

SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022

Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment AAAI 2022

SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022

Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022

COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022

Distribution Consistent Neural Architecture Search CVPR 2022

Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022

DLFormer: Discrete Latent Transformer for Video Inpainting CVPR 2022

"A Simple Approach and Benchmark for 21,000-Category Object Detection" ECCV 2022

Hierarchical Feature Embedding for Visual Tracking ECCV 2022

Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules IJCAI 2022

MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022

Coarse-to-fine Animal Pose and Shape Estimation NIPS 2021

From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021

NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation AAAI 2021

TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation IJCAI 2021

Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract) AAAI 2021

Entity Relation Extraction as Dependency Parsing in Visually Rich Documents EMNLP 2021

An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020

Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020

Understanding User Resistance Strategies in Persuasive Conversations EMNLP 2020

Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020

Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization AACL 2020

Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning AACL 2020

Joint Parsing and Generation for Abstractive Summarization AAAI 2020

Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020

BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization ACL 2019

Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019

MMFace: A Multi-Metric Regression Network for Unconstrained Face Reconstruction CVPR 2019

Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations EMNLP 2019

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations EMNLP 2019

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations IJCNLP 2019

Viewport Proposal CNN for 360deg Video Quality Assessment CVPR 2019

Generating Multiple Hypotheses for 3D Human Pose Estimation With Mixture Density Network CVPR 2019

A Hybrid System for Chinese Grammatical Error Diagnosis and Correction ACL 2018

DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features SEMEVAL 2018

Convolutional Sequence to Sequence Model for Human Dynamics CVPR 2018

Radiometric Calibration From Faces in Images CVPR 2017

Specular Highlight Removal in Facial Images CVPR 2017

XJSA at SemEval-2017 Task 4: A Deep System for Sentiment Classification in Twitter SEMEVAL 2017

XJNLP at SemEval-2017 Task 12: Clinical temporal information ex-traction with a Hybrid Model SEMEVAL 2017

Using Relevant Public Posts to Enhance News Article Summarization COLING 2016

Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words IJCNLP 2015

Using Tweets to Help Sentence Compression for News Highlights Generation IJCNLP 2015

Sharing annotations better: RESTful Open Annotation IJCNLP 2015

Joint POS Tagging and Text Normalization for Informal Text IJCAI 2015

Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words ACL 2015

Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization NAACL 2015

Improving Update Summarization via Supervised ILP and Sentence Reranking NAACL 2015

Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers CVPR 2015

Sharing annotations better: RESTful Open Annotation ACL 2015

Using Tweets to Help Sentence Compression for News Highlights Generation ACL 2015

Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees EMNLP 2014

Improving Text Normalization via Unsupervised Model and Discriminative Reranking ACL 2014

Bayesian Depth-from-Defocus with Shading Constraints CVPR 2013

Using Supervised Bigram-based ILP for Extractive Summarization ACL 2013

Document Summarization via Guided Sentence Compression EMNLP 2013

Walking and running on yielding and fluidizing ground RSS 2012

Improving Text Normalization using Character-Blocks Based Models and System Combination COLING 2012

Mining the Web for Reciprocal Relationships CONLL 2009