← Authors

Jingjing Liu

79 papers · 2007–2025 · 13 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (111) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (18) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (39) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (18) ❓ The Questioner πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (269) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (79)

Conferences

EMNLP (13) ICLR (13) CVPR (12) ACL (7) NIPS (7) AAAI (6) NAACL (5) ICML (4) IJCNLP (4) ECCV (3) ICCV (2) WACV (2) CONLL (1)

Top co-authors

Zhe Gan (39) Yu Cheng (32) Shuohang Wang (16) Jianfeng Gao (13) Linjie Li (12) Siqi Sun (11) Ya-Qin Zhang (10) Yen-Chun Chen (10) Xianyuan Zhan (8) Yuwei Fang (7)

Keywords

model compression (7) knowledge distillation (6) transfer learning (6) text generation (5) adversarial learning (5) multimodal learning (5) large language model (5) contrastive learning (4) lottery ticket hypothesis (4) language model (4) representation learning (4) reinforcement learning (3) attention mechanism (3) zero-shot learning (3) pre-trained language model (3) visual question answering (3) machine reading comprehension (3) question answering (3) deep reinforcement learning (3) network pruning (3)

Papers

Universal Actions for Enhanced Embodied Foundation Models CVPR 2025
Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion ICML 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior ICLR 2025
A Periodic Bayesian Flow for Material Generation ICLR 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance ICLR 2025
RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models EMNLP 2025
Instruction-Guided Visual Masking NIPS 2024
Multimodal Molecular Pretraining via Modality Blending ICLR 2024
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model ICLR 2024
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024
Idempotence and Perceptual Image Compression ICLR 2024
Emu: Generative Pretraining in Multimodality ICLR 2024
CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks ICLR 2024
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning ICML 2024
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation WACV 2023
Idempotent Learned Image Compression with Right-Inverse NIPS 2023
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening NIPS 2023
Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning ICLR 2023
Multimodal Federated Learning via Contrastive Representation Ensemble ICLR 2023
Mind the Gap: Offline Policy Optimization for Imperfect Rewards ICLR 2023
Bit Allocation using Optimization ICML 2023
Playing Lottery Tickets with Vision and Language AAAI 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE ECCV 2022
Efficient Robust Training via Backward Smoothing AAAI 2022
Wasserstein Contrastive Representation Distillation CVPR 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets IJCNLP 2021
Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ICCV 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NIPS 2021
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021
APo-VAE: Text Generation in Hyperbolic Space NAACL 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021
Meta Module Network for Compositional Visual Reasoning WACV 2021
The Elastic Lottery Ticket Hypothesis NIPS 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering IJCNLP 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering ACL 2021
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021
BachGAN: High-Resolution Image Synthesis From Salient Object Layout CVPR 2020
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL 2020
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models ECCV 2020
UNITER: UNiversal Image-TExt Representation Learning ECCV 2020
Cross-Thought for Sentence Encoder Pre-training EMNLP 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020
Contextual Text Style Transfer EMNLP 2020
Distilling Knowledge Learned in BERT for Text Generation ACL 2020
Discourse-Aware Neural Extractive Text Summarization ACL 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding ICLR 2020
Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching AAAI 2020
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020
Graph Optimal Transport for Cross-Domain Alignment ICML 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020
Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020
Relation-Aware Graph Attention Network for Visual Question Answering ICCV 2019
Adversarial Domain Adaptation for Machine Reading Comprehension EMNLP 2019
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019
StoryGAN: A Sequential Conditional GAN for Story Visualization CVPR 2019
Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation CVPR 2019
Patient Knowledge Distillation for BERT Model Compression IJCNLP 2019
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL 2019
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019
Patient Knowledge Distillation for BERT Model Compression EMNLP 2019
Adversarial Domain Adaptation for Machine Reading Comprehension IJCNLP 2019
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018
Language-Based Image Editing With Recurrent Attentive Models CVPR 2018
Dialogue-Oriented Review Summary Generation for Spoken Dialogue Recommendation Systems NAACL 2010
Review Sentiment Scoring via a Parse-and-Paraphrase Paradigm EMNLP 2009
Low-Quality Product Review Detection in Opinion Summarization EMNLP 2007
Low-Quality Product Review Detection in Opinion Summarization CONLL 2007