Peng, Tianyi
- LLM Generated Persona is a Promise with a Catch
2025/03/18 by Li, Ang, Chen, Haozhe, Namkoong, Hongseok +1 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach
2025/03/03 by A. Lee, Ethan Che, Lee, Ayeong +3 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Markovian Interference in Experiments
2022/06/06 by Farias, Vivek F., Li, Andrew A., Peng, Tianyi +1 · 4 citations
#Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Twin-2K-500: A dataset for building digital twins of over 2,000 people based on their answers to over 500 questions
2025/05/23 by Toubia, Olivier, Gui, George Z., Peng, Tianyi +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Human-Computer Interaction (cs.HC)
- Throughput-Optimal Scheduling Algorithms for LLM Inference and AI Agents
2025/04/10 by Li, Yueying, Dai, Jim, Peng, Tianyi · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
- Synthetically Controlled Bandits
2022/02/14 by Vivek F. Farias, Farias, Vivek, Ciamac C. Moallemi +5 · 1 citation
Decision Sciences · Mathematics · Computer Science · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Mobile Crowdsensing and Crowdsourcing
- Dark Experience for Incremental Keyword Spotting
2024/09/12 by Peng, Tianyi, Xiao Yang, Xiao, Yang · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- Correcting for Interference in Experiments: A Case Study at Douyin
2023/05/04 by Farias, Vivek F., Li, Hao, Peng, Tianyi +3 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Speculative Actions: A Lossless Framework for Faster Agentic Systems
2025/10/05 by Naimeng Ye, Ye, Naimeng, Ahuja, Arnav +8 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- Speeding up Policy Simulation in Supply Chain RL
2024/06/04 by Vivek F. Farias, Farias, Vivek, Joren Gijsbrechts +7 · 1 citation
Business, Management and Accounting · #Quality and Supply Management #ERP Systems Implementation and Impact
- QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
2024/10/08 by H.F. Chen, Chen, Haozhe, Ang Li +9 · 1 citation
Computer Science · #Software-Defined Networks and 5G #Software System Performance and Reliability #Cloud Computing and Resource Management
- AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting
2025/05/17 by Yang Xiao, Tianyi Peng, Xiao, Yang +7 · 3 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Domain Adaptation and Few-Shot Learning #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering