GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Jiuding Sun; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (EMNLP, 2022)

Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (CoRR, 2022)

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph. - Bowen Zhao 004; Jiuding Sun; Bin Xu 001; Xingyu Lu; Yuchen Li; Jifan Yu; Minghui Liu; Tingjian Zhang; Qiuyang Chen; Hanming Li; Lei Hou 001; Juanzi Li (CoRR, 2022)

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (AAAI, 2023)

Future Lens: Anticipating Subsequent Tokens from a Single Hidden State. - Koyena Pal; Jiuding Sun; Andrew Yuan; Byron C. Wallace; David Bau (CoNLL, 2023)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. - Ji Qi 003; Chuchun Zhang; Xiaozhi Wang; Kaisheng Zeng; Jifan Yu; Jinxin Liu 002; Jiuding Sun; Yuxiang Chen; Lei How; Juanzi Li; Bin Xu 001 (CoRR, 2023)

Open (Clinical) LLMs are Sensitive to Instruction Phrasings. - Alberto Mario Ceballos-Arroyo; Monica Munnangi; Jiuding Sun; Karen Y. C. Zhang; Denis Jered McInerney; Byron C. Wallace; Silvio Amir (BioNLP@ACL, 2024)

Evaluating the Zero-shot Robustness of Instruction-tuned Language Models. - Jiuding Sun; Chantal Shaib; Byron C. Wallace (ICLR, 2024)

Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores. - Chantal Shaib; Joe Barrow; Jiuding Sun; Alexa F. Siu; Byron C. Wallace; Ani Nenkova (CoRR, 2024)

The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability. - Aaron Mueller; Jannik Brinkmann; Millicent L. Li; Samuel Marks; Koyena Pal; Nikhil Prakash; Can Rager; Aruna Sankaranarayanan; Arnab Sen Sharma; Jiuding Sun; Eric Todd; David Bau; et al. (CoRR, 2024)

HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks. - Jiuding Sun; Jing Huang 014; Sidharth Baskaran; Karel D'Oosterlinck; Christopher Potts; Michael Sklar; Atticus Geiger (ICLR, 2025)

HyperSteer: Activation Steering at Scale with Hypernetworks. - Jiuding Sun; Sidharth Baskaran; Zhengxuan Wu; Michael Sklar; Christopher Potts; Atticus Geiger (CoRR, 2025)