Siqi Sun
32 papers · 2014–2026 · 11 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (6)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(11)
🏃
Academic Marathon
(11)
🤝
Dynamic Duo
(11)
🏆
Grand Slam
🧬
Topic Evolution
🏆
Keyword Champion
💎
Century Club
(31)
⚡
Prolific Year
(7)
🔥
Unstoppable
(7)
🗃️
Keyword Collector
(145)
Conferences
AAAI (7)
ACL (5)
EMNLP (5)
AISTATS (3)
ICML (3)
NIPS (3)
IJCNLP (2)
ICLR (1)
IJCAI (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Keywords
question answering
(5)
knowledge distillation
(4)
language model
(4)
contrastive learning
(3)
commonsense reasoning
(2)
large language model
(2)
attention mechanism
(2)
deep learning
(2)
gaussian graphical model
(2)
graphical model
(2)
nonparametric bayesian
(2)
protein language model
(2)
model compression
(2)
data augmentation
(2)
transformer architecture
(2)
bert model
(2)
text classification
(1)
transfer learning
(1)
benchmark evaluation
(1)
probabilistic modeling
(1)
Papers
ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
AAAI 2026
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
ICML 2025
PriFold: Biological Priors Improve RNA Secondary Structure Predictions
AAAI 2025
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
ICML 2025
CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues
AAAI 2024
Causal Representation Learning via Counterfactual Intervention
AAAI 2024
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack
EMNLP 2024
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
NIPS 2024
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer
INTERSPEECH 2024
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
NIPS 2024
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
AAAI 2024
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees
ACL 2023
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
IJCAI 2022
RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling
AAAI 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning
ACL 2022
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval
NAACL 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering
ACL 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering
IJCNLP 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding
AAAI 2021
Cross-Thought for Sentence Encoder Pre-training
EMNLP 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression
EMNLP 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding
ICLR 2020
Hierarchical Graph Network for Multi-hop Question Answering
EMNLP 2020
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
ACL 2020
Patient Knowledge Distillation for BERT Model Compression
IJCNLP 2019
Patient Knowledge Distillation for BERT Model Compression
EMNLP 2019
Learning Nonparametric Forest Graphical Models with Prior Information
AISTATS 2017
Learning Scale-Free Networks by Dynamic Node Specific Degree Prior
ICML 2015
Learning structured densities via infinite dimensional exponential families
NIPS 2015
Inferring Block Structure of Graphical Models in Exponential Families
AISTATS 2015
Adaptive Variable Clustering in Gaussian Graphical Models
AISTATS 2014