OptSLA: an Optimization-Based Approach for Sequential Label Aggregation. - Nasim Sabetpour; Adithya Kulkarni; Qi Li 012 (EMNLP (Findings), 2020)

Truth Discovery in Sequence Labels from Crowds. - Nasim Sabetpour; Adithya Kulkarni; Sihong Xie; Qi Li 012 (ICDM, 2021)

Open-Domain Aspect-Opinion Co-Mining with Double-Layer Span Extraction. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (KDD, 2022)

CPTAM: Constituency Parse Tree Aggregation Method. - Adithya Kulkarni; Nasim Sabetpour; Alexey Markin; Oliver Eulenstein; Qi Li 012 (SDM, 2022)

Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (ACL (1), 2023)

Optimal Budget Allocation for Crowdsourcing Labels for Graphs. - Adithya Kulkarni; Mohna Chakraborty; Sihong Xie; Qi Li 012 (UAI, 2023)

Beryllium: Neural Search for Algorithm Implementations. - Adithya Kulkarni; Mohna Chakraborty; Yonas Sium; Sai Charishma Valluri; Wei Le; Qi Li 012 (CoRR, 2023)

An Empirical Study of Using ChatGPT for Fact Verification Task. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (CoRR, 2023)

Graph of Logic: Enhancing LLM Reasoning with Graphs and Symbolic Logic. - Fatimah Alotaibi; Adithya Kulkarni; Dawei Zhou 001 (IEEE Big Data, 2024)

Towards Effective Long Conversation Generation with Dynamic Topic Tracking and Recommendation. - Trevor Ashby; Adithya Kulkarni; Jingyuan Qi; Minqian Liu; Eunah Cho; Vaibhav Kumar; Lifu Huang (INLG, 2024)

Empirical Analysis for Unsupervised Universal Dependency Parse Tree Aggregation. - Adithya Kulkarni; Oliver Eulenstein; Qi Li 012 (CoRR, 2024)

Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models. - Mohammad Beigi; Sijia Wang; Ying Shen 006; Zihao Lin 003; Adithya Kulkarni; Jianfeng He; Feng Chen 001; Ming Jin 002; Jin-Hee Cho; Dawei Zhou 001; Chang-Tien Lu; Lifu Huang (CoRR, 2024)

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. - Jingyuan Qi; Zian Jia; Minqian Liu; Wangzhi Zhan; Junkai Zhang; Xiaofei Wen; Jingru Gan; Jianpeng Chen; Qin Liu 010; Mingyu Derek Ma; Bangzheng Li; Haohui Wang; et al. (CoRR, 2024)

Modeling Data Diversity for Joint Instance and Verbalizer Selection in Cold-Start Scenarios. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (PAKDD (1), 2025)

Beyond Single Parsers: An Empirical Analysis of Dependency Parse Tree Aggregation. - Adithya Kulkarni; Mohna Chakraborty; Oliver Eulenstein; Qi Li 012 (PAKDD (Workshops), 2025)

Heterogeneous Multi-Agent Framework for Dynamic Generalized Category Discovery. - Fatimah Alotaibi; Adithya Kulkarni; Dawei Zhou 003 (SDM, 2025)

Blue Sky: Reducing Performance Gap between Commercial and Open-Source LLMs. - Adithya Kulkarni; Mohna Chakraborty (SDM, 2025)

Budget Allocation Exploiting Label Correlation between Instances. - Adithya Kulkarni; Mohna Chakraborty; Sihong Xie; Qi Li 012 (UAI, 2025)

Empirical Evaluation of Prompting Strategies for Fact Verification Tasks. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (WWW (Companion Volume), 2025)

Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation. - Lifu Huang; Danai Koutra; Adithya Kulkarni; Temiloluwa Prioleau; Qingyun Wu; Yujun Yan; Yaoqing Yang; James Zou 001; Dawei Zhou 003 (WWW (Companion Volume), 2025)

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions. - Adithya Kulkarni; Fatimah Alotaibi; Xinyue Zeng; Longfeng Wu; Tong Zeng; Barry Menglong Yao; Minqian Liu; Shuaicheng Zhang; Lifu Huang; Dawei Zhou 003 (CoRR, 2025)

Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks. - Tuo Wang; Jian Kang 008; Yujun Yan; Adithya Kulkarni; Dawei Zhou 003 (CoRR, 2025)

DISPROTBENCH: A Disorder-Aware, Task-Rich Benchmark for Evaluating Protein Structure Prediction in Realistic Biological Contexts. - Xinyue Zeng; Tuo Wang; Adithya Kulkarni; Alexander Lu; Alexandra Ni; Phoebe Xing; Junhan Zhao; Siwei Chen; Dawei Zhou 001 (CoRR, 2025)

Weakly Supervised Open-Domain Aspect-Based Sentiment Analysis. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (ACM Trans. Knowl. Discov. Data, 2025)