Yitong Li

63 papers · 2012–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (19) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (109) 🧬 Topic Evolution 🔬 Deep Specialist (10) 🏆 Keyword Champion 🤝 Dynamic Duo (14) 🚀 Conference Pioneer 🗃️ Keyword Collector (285) 💎 Century Club (62) 📈 Trend Setter 🔥 Unstoppable (10) ❓ The Questioner ⚡ Prolific Year (5)

Conferences

ACL (18) EMNLP (11) NIPS (7) AAAI (6) COLING (3) CVPR (3) WACV (2) RSS (2) ICCV (1) ICML (1) JMLR (1) MICCAI (1) MIDL (1) MLHC (1) NAACL (1) ECCV (1) EACL (1) SEMEVAL (1) AISTATS (1)

Top co-authors

Fei Mi (14) Yasheng Wang (10) Lawrence Carin (9) Timothy Baldwin (8) Trevor Cohn (7) Qun Liu (6) Xin Jiang (5) David Carlson (5) Bin Sun (4) Yiwei Li (4)

Research topics

Differential Privacy (1) Privacy (1)

Keywords

dialogue generation (6) language model (5) convolutional neural network (5) representation learning (4) neural network (4) link prediction (4) dialogue system (4) domain adaptation (4) text representation (4) debiasing method (4) reinforcement learning (3) text generation (3) large language model (3) pre-trained language model (3) robotic manipulation (3) bias mitigation (3) response generation (3) latent variable model (3) few-shot learning (2) vision transformer (2)

Papers

Real Garment Benchmark (RGBench): A Comprehensive Benchmark for Robotic Garment Manipulation Featuring a High-Fidelity Scalable Simulator AAAI 2026

VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving ICCV 2025

Mixture of Lookup Experts ICML 2025

DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET WACV 2025

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025

CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025

From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data MIDL 2024

PASTA: Pathology-Aware MRI to PET CroSs-modal TrAnslation with Diffusion Models MICCAI 2024

KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents ACL 2024

Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation NIPS 2024

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024

Diffusion Spectral Representation for Reinforcement Learning NIPS 2024

Broadcasting Support Relations Recursively from Local Dynamics for Object Retrieval in Clutters RSS 2024

Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024

GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation NIPS 2024

A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ACL 2024

More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation ACL 2024

ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models ACL 2024

Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ACL 2024

Concise and Precise Context Compression for Tool-Using Language Models ACL 2024

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023

Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables AAAI 2023

On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks CVPR 2023

ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue EMNLP 2023

Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue ACL 2023

Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ACL 2023

A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023

Polarimetric Pose Prediction ECCV 2022

CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022

RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022

Compilable Neural Code Generation with Compiler Feedback ACL 2022

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues ACL 2022

Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022

PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation With Photometrically Challenging Objects CVPR 2022

AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning EMNLP 2022

FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022

Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022

Towards Fair Dataset Distillation for Text Classification EMNLP 2022

Learning to Weight Filter Groups for Robust Classification WACV 2022

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021

Estimating Uncertainty Intervals from Collaborating Networks JMLR 2021

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL 2020

Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020

Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness EMNLP 2020

Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods NIPS 2019

On Target Shift in Adversarial Domain Adaptation AISTATS 2019

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019

StoryGAN: A Sequential Conditional GAN for Story Visualization CVPR 2019

Learning Context-Sensitive Convolutional Filters for Text Processing EMNLP 2018

Diffusion Maps for Textual Network Embedding NIPS 2018

Towards Robust and Privacy-preserving Text Representations ACL 2018

Multi-Label Learning from Medical Plain Text with Convolutional Residual Models MLHC 2018

What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018

Extracting Relationships by Multi-Domain Matching NIPS 2018

Robust Training under Linguistic Adversity EACL 2017

Targeting EEG/LFP Synchrony with Neural Nets NIPS 2017

UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures SEMEVAL 2016

Learning Robust Representations of Text EMNLP 2016

Entity Linking for Tweets ACL 2013

Graph-Based Multi-Tweet Summarization using Social Signals COLING 2012