Siqi Sun

17 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×5 NeurIPS ×5 InterSpeech ×3 ICML ×2 EMNLP ×1 USENIX Security ×1

Frequent coauthors

Sheng Xu

×6

Jiaqi Wei

×5

Zijie Qiu

×4

Zhiqiang Gao

×4

Nanqing Dong

×4

Korin Richmond

×3

Xiang Zhang

×3

Zhi Jin

×3

Tao Shen

×3

Wanli Ouyang

×3

Xiang Zhang

×2

Hao Wu

×2

Papers

ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
AAAI 2026 · Siqi Sun,
Ben Peng Wu
,
Mali Jin
,
Peizhen Bai
,
Hanpei Zhang
,
Xingyi Song
Acquiring Pronunciation from Speech Audio via Multi-task Learning
InterSpeech 2025 · Siqi Sun,
Korin Richmond
Bidirectional Representations Augmented Autoregressive Biological Sequence Generation
NeurIPS 2025 ·
Xiang Zhang
,
Jiaqi Wei
,
Zijie Qiu
,
Sheng Xu
,
Zhi Jin
,
Zhiqiang Gao
,
Nanqing Dong
, Siqi Sun
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
ICML 2025 ·
Xiang Zhang
,
Jiaqi Wei
,
Zijie Qiu
,
Sheng Xu
,
Nanqing Dong
,
Zhiqiang Gao
, Siqi Sun
Non-Standard Accent TTS Support via Large Multi-Accent Frontend Pronunciation Knowledge Transfer
InterSpeech 2025 ·
Noe Berger
, Siqi Sun,
Korin Richmond
PriFold: Biological Priors Improve RNA Secondary Structure Predictions
AAAI 2025 ·
Chenchen Yang
,
Hao Wu
,
Tao Shen
,
Kai Zou
, Siqi Sun
Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
NeurIPS 2025 ·
Jiaqi Wei
,
Hao Zhou
,
Xiang Zhang
,
Di Zhang
,
Zijie Qiu
,
Noah Wei
,
Jinzhe Li
,
Wanli Ouyang
, Siqi Sun
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
NeurIPS 2025 ·
Yuhao Zhou
,
Yiheng Wang
,
Xuming He
,
Ruoyao Xiao
,
Zhiwei Li
,
Qiantai Feng
,
Zijie Guo
,
Yuejin Yang
,
Hao Wu
,
Wenxuan Huang
,
Jiaqi Wei
,
Dan Si
,
Xiuqi Yao
,
Jia Bu
,
Haiwen Huang
,
Tianfan Fu
,
Shixiang Tang
,
Ben Fei
,
Dongzhan Zhou
,
Fenghua Ling
,
Yan Lu
, Siqi Sun,
Chenhui Li
,
Guanjie Zheng
,
Jiancheng Lv
,
Wenlong Zhang
,
Lei Bai
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
ICML 2025 ·
Zijie Qiu
,
Jiaqi Wei
,
Xiang Zhang
,
Sheng Xu
,
Kai Zou
,
Zhi Jin
,
Zhiqiang Gao
,
Nanqing Dong
, Siqi Sun
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
NeurIPS 2024 ·
Yuchen Ren
,
Zhiyuan Chen
,
Lifeng Qiao
,
Hongtai Jing
,
Yuchen Cai
,
Sheng Xu
,
Peng Ye
,
Xinzhu Ma
, Siqi Sun,
Hongliang Yan
,
Dong Yuan
,
Wanli Ouyang
,
Xihui Liu
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack
EMNLP 2024 · Siqi Sun,
Procheta Sen
,
Wenjie Ruan
Causal Representation Learning via Counterfactual Intervention
AAAI 2024 ·
Xiutian Li
, Siqi Sun,
Rui Feng
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
AAAI 2024 ·
Zhi Jin
,
Sheng Xu
,
Xiang Zhang
,
Tianze Ling
,
Nanqing Dong
,
Wanli Ouyang
,
Zhiqiang Gao
,
Cheng Chang
, Siqi Sun
CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues
AAAI 2024 ·
Linglin Jing
,
Sheng Xu
,
Yifan Wang
,
Yuzhe Zhou
,
Tao Shen
,
Zhigang Ji
,
Hui Fang
,
Zhen Li
, Siqi Sun
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping
USENIX Security 2024 ·
Cheng Huang
,
Nannan Wang
,
Ziyan Wang
, Siqi Sun,
Lingzi Li
,
Junren Chen
,
Qianchong Zhao
,
Jiaxuan Han
,
Zhen Yang
,
Lei Shi
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer
InterSpeech 2024 · Siqi Sun,
Korin Richmond
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
NeurIPS 2024 ·
Le Zhang
,
Jiayang Chen
,
Tao Shen
,
Yu Li
, Siqi Sun