Selected Publications
Citations112
h-index5
AAAI 2026Top Tier
Mitigating Hallucinations in Large Language Models via Causal Reasoning
Yuangang Li, et al.
Contribution: Proposed a causal intervention framework to mitigate logical hallucinations in LLMs.
Logical HallucinationCausal ReasoningTrustworthy AI
AAAI 2026Top Tier
Automated Radiology Report Generation with Multimodal RAG
Contribution: Developed a multimodal RAG system for generating accurate radiology reports.
Factual HallucinationMultimodal RAGHealthcare AI
EMNLP 2025Top Tier
NLPADBench: A Comprehensive Benchmark for NLP Anomaly Detection
Yuangang Li, et al.
Contribution: Created the first comprehensive benchmark for anomaly detection in NLP tasks.
Anomaly DetectionBenchmark
ACL 2025Top Tier
Benchmarking Large Language Models for Anomaly Detection
Contribution: Evaluated LLMs' capabilities in detecting anomalies across various domains.
BenchmarkAnomaly DetectionLLM
Open Source & Engineering
A framework for evaluating and optimizing agents and LLMs. Supports parallel experiments in thousands of environments and RL rollout generation.
LLM EvaluationRL OptimizationParallel Computing
A distributed machine learning platform for scalable model training and hyperparameter tuning. Optimized resource scheduling and execution efficiency.
Distributed MLPythonSystem Design
25
Total Positions
13
PhD Opportunities
19
High Match Roles
Rank #1High Match
Machine Learning Scientist Intern (TikTok-Content Ecology—LLM application) - 2026 Start (PhD)
8.7
Match Score
San Jose
PhD
Content Ecology Algorithm Team
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV7/10
Infra5/10
Key Skills
PythonC++TensorFlowPyTorchMachine Learning+4 more
Rank #2High Match
Research Scientist Intern- (Trust and Safety - CV/NLP/Multimodal LLM) - 2026 Start(PhD)
8.4
Match Score
Seattle
PhD
Trust and Safety
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV10/10
Infra5/10
Key Skills
Computer VisionMultimodalityLLMPyTorchTensorFlow
Rank #3High Match
Machine Learning Engineer Intern - TikTok Search Team - 2026 Summer (BS/MS)
8.0
Match Score
San Jose
MS/BS
TikTok Search Engineering Team
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV8/10
Infra5/10
Key Skills
Pythonalgorithmdata structureNLPRanking+5 more
Rank #4High Match
Research Intern (AML-Algorithm) - 2026 Start (PhD)
7.6
Match Score
San Jose
PhD
Technology
Skill Match Breakdown
ML / DL10/10
NLP / LLM9/10
CV7/10
Infra2/10
Key Skills
PythonC++PyTorchTensorFlowMachine Learning+5 more
Rank #5High Match
Student Researcher (Seed - Infra - Inference) - 2026 Start (PhD)
7.6
Match Score
Seattle
PhD
Technology
Skill Match Breakdown
ML / DL9/10
NLP / LLM7/10
CV3/10
Infra10/10
Key Skills
PythonC++CUDAPyTorchJax+14 more
Rank #6High Match
Student Researcher [Seed LLM Horizon – Async Agent & Proactive Agent] - 2026 Start (PhD)
7.3
Match Score
San Jose
PhD
Technology
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV1/10
Infra1/10
Key Skills
Reinforcement LearningLLM agentsmemory systemstool useinteractive learning+1 more
Rank #7High Match
Machine Learning Scientist Intern (TikTok-Recommendation) - 2026 Start (PhD)
7.3
Match Score
San Jose
PhD
Recommendation algorithm
Skill Match Breakdown
ML / DL10/10
NLP / LLM8/10
CV1/10
Infra5/10
Key Skills
PythonPyTorchTensorFlowDeep LearningMachine Learning+3 more
Rank #8High Match
Machine Learning Scientist Intern - Global E-Commerce Content Recommendation - 2026 Summer (PhD)
7.1
Match Score
Seattle
PhD
Global E-Commerce Content Recommendation
Skill Match Breakdown
ML / DL10/10
NLP / LLM8/10
CV3/10
Infra5/10
Key Skills
PythonPyTorchTensorFlowC/C++shell programming+2 more
Rank #9High Match
Machine Learning Engineer Intern (Trust and Safety - CV/NLP/Multimodal LLM) - 2026 Summer (BS/MS)
7.0
Match Score
Seattle
MS/BS
Trust and Safety
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV10/10
Infra1/10
Key Skills
PythonPyTorchTensorFlowNLPDeep Learning+2 more
Rank #10High Match
Machine Learning Engineer Intern (Privacy and Data Protection Office) - 2026 Start (PhD)
7.0
Match Score
San Jose
PhD
PDPO (Privacy and Data Protection Office)
Skill Match Breakdown
ML / DL10/10
NLP / LLM9/10
CV1/10
Infra1/10
Key Skills
PythonRJavaC++SQL+8 more
Rank #11High Match
Software Engineer Intern (Applied Machine Learning-Enterprise) - 2026 Summer (BS/MS)
6.6
Match Score
San Jose
BS/MS
Technology
Skill Match Breakdown
ML / DL9/10
NLP / LLM7/10
CV1/10
Infra7/10
Key Skills
C++PythonGoPyTorchTensorFlow+1 more
Rank #12High Match
Software Engineer Intern (AI Model Optimization) - 2026 Summer (BS/MS)
6.3
Match Score
San Jose
MS/BS
Speech
Skill Match Breakdown
ML / DL9/10
NLP / LLM7/10
CV3/10
Infra5/10
Key Skills
PythonPyTorchTensorFlowJAXML concepts+4 more
Rank #13High Match
Student Researcher [Seed Vision – World Models for Video Generation] – 2026 Start (PhD)
5.3
Match Score
San Jose
PhD
Technology
Skill Match Breakdown
ML / DL9/10
NLP / LLM2/10
CV10/10
Infra1/10
Key Skills
Computer VisionMachine Learningvideo generationworld modelsdynamics modeling+4 more
Rank #14High Match
AI Machine Learning Engineer Intern (TikTok Search) - 2026 Start (PhD)
5.3
Match Score
Singapore
PhD
Technology
Skill Match Breakdown
ML / DL10/10
NLP / LLM10/10
CV9/10
Infra5/10
Key Skills
C++Pythonalgorithmsdata structuresAI+6 more
Rank #15High Match
Machine Learning Engineer Intern (E-commerce-Supply Chain & Logistics) - 2026 Summer (MS)
5.2
Match Score
Seattle
MS/BS
E-commerce Global Supply Chain and Logistics
Skill Match Breakdown
ML / DL9/10
NLP / LLM7/10
CV1/10
Infra1/10
Key Skills
PythonJavaTensorFlowPyTorchdata mining+3 more
Rank #16High Match
Student Researcher [Seed Vision – Long-Range Video Generation] – 2026 Start (PhD)
5.2
Match Score
San Jose
PhD
Technology
Skill Match Breakdown
ML / DL10/10
NLP / LLM1/10
CV10/10
Infra1/10
Key Skills
Computer VisionMachine Learninggenerative modelingvideomotion+8 more
Rank #17High Match
Infrastructure Engineer Intern (Compute Infrastructure - Cloud-Native) - 2026 Summer (MS/BS)
4.2
Match Score
Seattle
MS/BS
Technology
Skill Match Breakdown
ML / DL4/10
NLP / LLM3/10
CV1/10
Infra10/10
Key Skills
PythonJavaGolangC#C+++1 more
Rank #18High Match
Researcher Intern (Virtual Network) - 2026 Start (PhD)
3.5
Match Score
Seattle
PhD
Technology
Skill Match Breakdown
ML / DL3/10
NLP / LLM1/10
CV1/10
Infra9/10
Key Skills
P4 programmingTofino switchPensando DPUNPL programmingC+3 more
Rank #19High Match
Machine Learning Engineer Intern (Recommendation) - 2026 Start (BS/MS)
3.4
Match Score
Singapore
MS/BS
Technology
Skill Match Breakdown
ML / DL10/10
NLP / LLM6/10
CV1/10
Infra1/10
Key Skills
Software DevelopmentComputer ScienceComputer Engineeringdata structuresalgorithms+2 more
Rank #20
Software Engineer Intern (Edge Platform) - 2026 Summer (BS/MS)
3.2
Match Score
San Jose
MS/BS
Technology
Skill Match Breakdown
ML / DL1/10
NLP / LLM1/10
CV1/10
Infra9/10
Key Skills
GoPythonJavaC/C++TCI/IP networking+18 more
Rank #21
Site Reliability Engineer Intern (Traffic Platform) - 2026 Summer (BS/MS)
2.9
Match Score
San Jose
BS/MS
Technology
Skill Match Breakdown
ML / DL1/10
NLP / LLM1/10
CV1/10
Infra9/10
Key Skills
GoPythonShell scriptGITDocker+7 more
Rank #22
Product Management Project Intern (TikTok- Operations) - 2026 Start (BS/MS)
2.2
Match Score
Seattle
BS/MS/PhD
Global Operations
Skill Match Breakdown
ML / DL3/10
NLP / LLM2/10
CV1/10
Infra1/10
Key Skills
BusinessStatisticsComputer ScienceData ScienceEngineering+8 more
Rank #23
Cloud Native Observability Management Platform Engineer - Data Infrastructure
1.9
Match Score
Singapore
MS/BS
Technology
Skill Match Breakdown
ML / DL1/10
NLP / LLM1/10
CV1/10
Infra9/10
Key Skills
GoJavamicroservice frameworks (gin/kitex/Spring)Observability (Prometheus/Grafana/ELK Stack/Jaeger)server-side multi-threading/high concurrency+3 more
Rank #24
Seller Live Analytics Project Intern (TikTok Shop Operations) - 2026 Starts (BS/MS)
1.2
Match Score
New York
MS/BS
TikTok Shop Operations
Skill Match Breakdown
ML / DL2/10
NLP / LLM1/10
CV1/10
Infra1/10
Key Skills
BusinessLogical ThinkingBusiness AnalysisSystematic ThinkingCritical Thinking+7 more
Rank #25
Creative Product Operations Project Intern (Monetization Product) 2026 Start (BS/MS)
1.0
Match Score
New York
MS/BS
Creative Operations Advertising
Skill Match Breakdown
ML / DL1/10
NLP / LLM1/10
CV1/10
Infra1/10
Key Skills
Excel (pivot tablesVLOOKUP)TableauSQLdigital advertising+1 more